"id" "irow" "adjpvalue" "model" "nbpar" "b" "c" "d" "e" "f" "SDres" "typology" "trend" "y0" "yrange" "maxychange" "xextrem" "yextrem" "BMD.zSD" "BMR.zSD" "BMD.xfold" "BMR.xfold" "BMD.zSD.lower" "BMD.zSD.upper" "BMD.xfold.lower" "BMD.xfold.upper" "nboot.successful" "c00134" 2802 0.000276236928367655 "linear" 2 -0.217935781575559 NA 10.8510453479951 NA NA 0.416954127922425 "L.dec" "dec" 10.8510453479951 1.44513216762753 1.44513216762753 NA NA 1.91319720381881 10.4340912200726 4.97901045415665 9.76594081319556 1.25476147931779 2.75891408277804 3.9447678541237 Inf 500 "c00276" 39331 9.40168451909696e-07 "exponential" 3 1.49943588625271 NA 12.4282123053309 -2.19822958973417 NA 0.286848919500623 "E.dec.convex" "dec" 12.4282123053309 1.42600638034163 1.42600638034163 NA NA 0.466756452945727 12.1413633858303 3.88046583506768 11.1853910747978 0.242965013146158 0.825419335659166 2.32365502839568 Inf 497 "c00281" 41217 2.89466896262405e-06 "exponential" 3 1.40817222023994 NA 12.4118703945547 -2.40522886653824 NA 0.28115970633033 "E.dec.convex" "dec" 12.4118703945547 1.31877070394082 1.31877070394082 NA NA 0.535697929686699 12.1307106882244 5.12829134781651 11.1706833550993 0.282445827668561 0.925244314841843 2.78927717699981 Inf 495 "c00322" 52577 0.00187537075187344 "exponential" 3 0.00180539400550552 NA 16.4105356511403 1.15276146274384 NA 0.145301785231112 "E.inc.convex" "inc" 16.4105356511403 0.56672401085147 0.56672401085147 NA NA 5.07259145724476 16.5558374363714 NA 18.0515892162543 2.64963205043696 5.57276861686199 Inf Inf 332 "c00323" 52590 0.00182530535241054 "exponential" 3 1.48604715169026 NA 15.3306843196931 -2.3130993252709 NA 0.523440731183732 "E.dec.convex" "dec" 15.3306843196931 1.40151275979767 1.40151275979767 NA NA 1.00441788004349 14.8072435885094 NA 13.7976158877238 0.388097798382087 2.354896280105 3.0627893699033 Inf 466 "c00380" 53968 0.0004159967613545 "exponential" 3 1.3195805439082 NA 14.5333219537176 -2.51861289012015 NA 0.394919927963473 "E.dec.convex" "dec" 14.5333219537176 1.22473300106977 1.22473300106977 NA NA 0.895725600432827 14.1384020257542 NA 13.0799897583459 0.365881038351625 2.08994530054675 4.57510698531958 Inf 469 "c00398" 54508 1.66820475145074e-05 "linear" 2 -0.140576190843726 NA 12.9488316420278 NA NA 0.206677775873734 "L.dec" "dec" 12.9488316420278 0.932160721484744 0.932160721484744 NA NA 1.47021892280103 12.742153866154 NA 11.653948477825 1.04939875136151 1.95032673616771 Inf Inf 500 "c00510" 57776 0.00157780501975296 "exponential" 3 -0.00921413344662652 NA 9.25442989828386 1.36882957551585 NA 0.495384993076586 "E.dec.concave" "dec" 9.25442989828386 1.16109490173816 1.16109490173816 NA NA 5.4794600460083 8.75904490520728 6.32322773626019 8.32898690845548 2.77851984321187 6.08367106713444 4.96739512889754 Inf 321 "c00533" 58705 0.00806973842330813 "Gauss-probit" 4 4.84649642064991 16.6324298921271 16.6324298921271 3.03331504745744 -8.52481135518593 0.674880069578534 "GP.U" "U" 9.62396060561997 2.05299866971317 1.51634206867882 3.03331504745744 8.10761853694116 0.823736546559003 8.94908053604144 1.25671392091978 8.66156454505798 0.546969646834586 1.39418596632843 0.937336268333496 4.38688183128921 260 "c00590" 60306 0.00328388529625744 "linear" 2 0.122610851964811 NA 11.4984575493688 NA NA 0.343597483956971 "L.inc" "inc" 11.4984575493688 0.813032559378662 0.813032559378662 NA NA 2.80234154196712 11.8420550333258 NA 12.6483033043057 1.79201211591548 5.1542756803961 6.46651928631871 Inf 500 "c00628" 61115 5.38857499924166e-07 "exponential" 3 0.049237938502378 NA 15.772589969172 1.89647006875052 NA 0.315435641880046 "E.inc.convex" "inc" 15.772589969172 1.57559523836876 1.57559523836876 NA NA 3.79737449987894 16.0880256110521 NA 17.3498489660892 1.99350628403999 5.04568812311553 6.13758924789803 Inf 469 "c00678" 1291 6.03231952535869e-07 "exponential" 3 -0.0753597091414757 NA 11.9693066504759 2.09080685384494 NA 0.254356418321007 "E.dec.concave" "dec" 11.9693066504759 1.72146380490925 1.72146380490925 NA NA 3.08594580742189 11.7149502321549 5.90924998014258 10.7723759854283 1.71860602781556 4.46219896698039 5.34546334485556 6.29857972567624 496 "c00689" 1660 3.71142056184777e-05 "linear" 2 -0.139668925762644 NA 9.94255859745194 NA NA 0.253915334947338 "L.dec" "dec" 9.94255859745194 0.926144646732093 0.926144646732093 NA NA 1.81798015242737 9.6886432625046 NA 8.94830273770674 1.15658338327346 2.6351645635523 5.57265725441397 Inf 500 "c00694" 1760 0.000839430956205444 "Gauss-probit" 4 1.90135008177573 12.6732508664317 12.6732508664317 2.52263217601758 -0.907459477638415 0.214411914812607 "GP.U" "U" 12.2969063474314 0.819559504514023 0.531114958638121 2.52263217601758 11.7657913887933 0.760953480369616 12.0824944326188 NA 13.5265969821746 0.467182966347628 0.995028122765258 Inf Inf 438 "c00847" 5295 0.00988451396025408 "linear" 2 -0.12664487251339 NA 14.6496705567253 NA NA 0.379731735492998 "L.dec" "dec" 14.6496705567253 0.83978214963629 0.83978214963629 NA NA 2.99839802399302 14.2699388212323 NA 13.1847035010528 1.71972683940685 5.25468516479634 Inf Inf 500 "c00941" 7809 0.00433521919829972 "linear" 2 -0.0765013802958357 NA 9.39134760616088 NA NA 0.187668476407341 "L.dec" "dec" 9.39134760616088 0.507280652741686 0.507280652741686 NA NA 2.4531384359552 9.20367912975354 NA 8.45221284554479 1.52079518341315 3.81973000657657 Inf Inf 500 "c00973" 8280 0.0068033718769317 "exponential" 3 -0.772784660124809 NA 7.23626960402858 -2.37520140368148 NA 0.30192346278208 "E.inc.concave" "inc" 7.23626960402858 0.725402907975884 0.725402907975884 NA NA 1.17676284825081 7.53819306681066 6.54360134541664 7.95989656443144 0.467605698010614 2.89421639818127 1.9440163175299 Inf 443 "c01041" 9614 0.000260796060331742 "exponential" 3 1.52898067748067 NA 7.34428374168665 -1.38003787678531 NA 0.508724557437026 "E.dec.convex" "dec" 7.34428374168665 1.51645956790916 1.51645956790916 NA NA 0.558291004961396 6.83555918424962 0.903342092370321 6.60985536751798 0.217449453660123 1.54716271633337 0.428071765486252 2.5957963271795 491 "c01086" 11272 0.00176887233255828 "exponential" 3 0.00350165769788574 NA 12.3692608340893 1.18158165627436 NA 0.40124686918633 "E.inc.convex" "inc" 12.3692608340893 0.954841389652797 0.954841389652797 NA NA 5.61254768691376 12.7705077032757 NA 13.6061869174983 2.98890564263667 6.1145881023784 6.33905245886832 Inf 306 "c01117" 12251 0.00263466445626136 "linear" 2 0.154352028408725 NA 15.102188083882 NA NA 0.379527736900239 "L.inc" "inc" 15.102188083882 1.02350830037826 1.02350830037826 NA NA 2.4588451529464 15.4817158207822 NA 16.6124068922702 1.54015368040253 3.73110466741949 Inf Inf 500 "c01133" 12630 0.00492243525646709 "Gauss-probit" 4 2.07577001217901 9.84385405554112 9.84385405554112 3.16881402827803 1.45865023347205 0.275990700181409 "GP.bell" "bell" 10.2987435594838 1.09568239991067 1.00376072952933 3.16881402827803 11.3025042890132 0.728539624459062 10.5747342596652 NA 9.26886920353545 0.373276291517329 1.21058422118741 1.95127314212267 Inf 417 "c01155" 13129 0.00638539895764947 "Gauss-probit" 4 1.84001880323632 6.19173989582337 6.19173989582337 2.6438900203391 -2.11697004654235 0.720766131336913 "GP.U" "U" 5.43771447236761 1.91461074520776 1.36294462308658 2.6438900203391 4.07476984928102 1.07939246351984 4.71694834103069 0.823629343396272 4.89394302513085 0.666476760265991 1.8535633621631 0.596011288915814 1.40023717542545 395 "c01167" 13409 3.4187525309437e-05 "exponential" 3 0.0305259688102153 NA 8.51514117915941 1.56888364365413 NA 0.414250640808065 "E.inc.convex" "inc" 8.51514117915941 2.05995607642098 2.05995607642098 NA NA 4.2030304917044 8.92939181996748 5.27719075993216 9.36665529707535 2.43616144355909 5.10411427873623 4.07697030360079 5.86677582099744 445 "c01233" 16034 0.00159571055382627 "linear" 2 -0.187987725679979 NA 7.17948440100302 NA NA 0.444304635667668 "L.dec" "dec" 7.17948440100302 1.24654660898394 1.24654660898394 NA NA 2.36347683903591 6.73517976533535 3.81912402792989 6.46153596090272 1.46654656310618 3.78747598637432 2.83789447194093 5.94212979504292 500 "c01250" 16689 1.58537382017145e-05 "linear" 2 0.431651427722422 NA 12.3018744357254 NA NA 0.786656641156138 "L.inc" "inc" 12.3018744357254 2.86228061722738 2.86228061722738 NA NA 1.82243493391618 13.0885310768816 2.84995569240566 13.532061879298 1.25523264474443 2.47852845550043 2.18447175631456 4.10506292017224 500 "c01318" 18587 0.00976165580733013 "exponential" 3 -0.0254133605974514 NA 9.30059148841057 1.98233234489253 NA 0.319491441317949 "E.dec.concave" "dec" 9.30059148841057 0.695359918730528 0.695359918730528 NA NA 5.16990967004882 8.98110004709262 NA 8.37053233956951 2.62074447007669 6.18923845103704 6.3990795783509 Inf 353 "c01370" 20546 0.0022921863506831 "linear" 2 0.0946451465978696 NA 17.3249844409165 NA NA 0.202754951722264 "L.inc" "inc" 17.3249844409165 0.627591967090474 0.627591967090474 NA NA 2.14226464864313 17.5277393926387 NA 19.0574828850081 1.33538267033457 3.27237521216215 Inf Inf 500 "c01424" 22051 0.00065817027448796 "linear" 2 -0.0725009242521568 NA 11.983790093728 NA NA 0.121104178582408 "L.dec" "dec" 11.983790093728 0.480753628716052 0.480753628716052 NA NA 1.67038116867601 11.8626859151456 NA 10.7854110843552 1.14556642748572 2.19326938660968 Inf Inf 500 "c01433" 22407 6.13564364355554e-05 "linear" 2 -0.255287141759196 NA 7.93716103749278 NA NA 0.505977359075544 "L.dec" "dec" 7.93716103749278 1.69280903700523 1.69280903700523 NA NA 1.98199312189729 7.43118367841724 3.1091111690144 7.1434449337435 1.1967318296657 3.03692435952389 2.43793120411102 4.32428659786935 500 "c01438" 22651 0.00019391866868407 "Gauss-probit" 4 1.76455074077377 10.9277844152578 10.9277844152578 1.51941957100548 -2.4264131538481 0.805897964864498 "GP.U" "U" 9.25299973422419 2.38987360277515 1.6382451299607 1.51941957100548 8.50137126140974 4.04828296709949 10.0588976990887 4.22418296970545 10.1782997076466 0.496851356741797 4.86893555974881 0.720186659282139 5.38559078161966 492 "c01442" 22830 8.39853820945873e-07 "exponential" 3 -0.459497381212501 NA 13.0826063612227 5.05363248011549 NA 0.214253671797951 "E.dec.concave" "dec" 13.0826063612227 1.24710324613963 1.24710324613963 NA NA 1.93416383476965 12.8683526894248 NA 11.7743457251005 1.07799896185638 3.23249082636448 6.13410907417785 Inf 483 "c01447" 23029 4.28144402556385e-10 "exponential" 3 -1.2548554216631 NA 14.4649620569467 6.71644638153837 NA 0.21109707376351 "E.dec.concave" "dec" 14.4649620569467 2.11307487771647 2.11307487771647 NA NA 1.04430555502178 14.2538649831832 5.14971360395561 13.018465851252 0.650893632348618 1.4477019834611 4.61368653408464 5.66334678748991 498 "c01449" 23118 3.28344099584037e-05 "Gauss-probit" 4 4.46130141299832 3.68139669188142 3.68139669188142 2.56794556251681 7.73901075462051 0.554450775395254 "GP.bell" "bell" 10.2389236841449 2.62718532329154 1.44570156093453 2.56794556251681 11.4204074465019 0.733979708611184 10.7933744595402 1.66298697724624 11.2628160525594 0.396504599210141 1.0210325215056 0.935884812444884 6.20634868224808 304 "c01490" 24280 5.27195334425051e-05 "exponential" 3 0.00315501365967691 NA 8.90615243062009 1.15212722448179 NA 0.211931274974937 "E.inc.convex" "inc" 8.90615243062009 0.993528813554159 0.993528813554159 NA NA 4.86433467487085 9.11808370559503 6.50543560235883 9.7967676736821 2.88603579373972 5.33729520336887 6.05035789678449 Inf 350 "c01613" 28185 0.00535472269685369 "linear" 2 0.0799120938728251 NA 10.7640181078777 NA NA 0.231467950265082 "L.inc" "inc" 10.7640181078777 0.529897094470703 0.529897094470703 NA NA 2.89653216487416 10.9954860581428 NA 11.8404199186655 1.64980574012422 4.7578654292681 Inf Inf 500 "c01616" 28258 1.61904591012823e-06 "exponential" 3 0.0324070158729129 NA 15.1467649660109 1.86130855056897 NA 0.208252900873488 "E.inc.convex" "inc" 15.1467649660109 1.11003386070351 1.11003386070351 NA NA 3.73194200463277 15.3550178668844 NA 16.661441462612 2.10623596130292 4.9747502823738 Inf Inf 481 "c01629" 28787 0.00206411883317306 "Gauss-probit" 5 4.50540261577973 14.4444823810548 11.2906700430282 4.58279555930663 -3.37089943192645 0.307540407777706 "GP.U" "U" 9.76860627949404 1.11594142553035 0.611890771656208 2.90115286598604 9.2645556256199 1.20306287476548 9.46106587171633 NA 10.7454669074434 0.450720399439331 4.9073418726535 5.5351357198027 Inf 291 "c01643" 29361 6.04231781803081e-05 "exponential" 3 0.00108342501603682 NA 11.9235370160811 0.906794026206465 NA 0.447612614229348 "E.inc.convex" "inc" 11.9235370160811 1.62300680145873 1.62300680145873 NA NA 5.46453880174226 12.3711496303105 6.3516074089493 13.1158907176893 2.95611239463748 5.6794780836033 5.14114789708854 6.50721305219036 279 "c01645" 29447 4.92378979982194e-08 "Gauss-probit" 4 2.70165852162863 3.15910106952001 3.15910106952001 1.74191874699244 3.32370272366928 0.411497819219792 "GP.bell" "bell" 5.85902157919797 2.67731373489796 2.05353152090663 1.74191874699244 6.4828037931893 0.760344683580155 6.27051939841776 1.33286281378389 6.44492373711777 0.378282120190587 3.91476354009471 0.641720795237969 4.69216481788469 483 "c01739" 32213 0.000242874019905925 "log-Gauss-probit" 4 0.759790988465743 8.6772914320491 8.6772914320491 1.71082052400305 -1.86962631838671 0.670018387942263 "lGP.U" "U" 8.6772914320491 1.86962631838671 1.86962631838671 1.71082052400305 6.8076651136624 0.576068489488176 8.00727304410684 0.667327372711245 7.80956228884419 0.2832927270534 0.921766424004749 0.371304357234632 1.05672801307946 497 "c01924" 38335 0.000284321631711036 "Gauss-probit" 4 2.44653746672718 11.894336323834 11.894336323834 2.41919263826296 -1.32183675189664 0.248124808754364 "GP.U" "U" 11.0836412337444 1.02149203155452 0.511141661806979 2.41919263826296 10.5724995719374 0.789480908766758 10.83551642499 NA 12.1920053571188 0.451197930415189 1.33693794225746 Inf Inf 405 "c01952" 39007 0.00665092990838147 "exponential" 3 0.000116298189149417 NA 12.4524971768448 0.75909444964358 NA 0.281884699840832 "E.inc.convex" "inc" 12.4524971768448 0.723173933094525 0.723173933094525 NA NA 5.9160089697941 12.7343818766856 NA 13.6977468945293 2.88540036288306 6.02301679943282 Inf Inf 253 "c01977" 39556 6.03421289689743e-05 "exponential" 3 0.0451474375363021 NA 10.3586257140088 1.85330924089898 NA 0.460599868634415 "E.inc.convex" "inc" 10.3586257140088 1.57109254632043 1.57109254632043 NA NA 4.47778717672503 10.8192255826432 5.88558668701792 11.3944882854096 2.32737669363189 5.55409736930868 4.62787732530287 6.44457812388958 428 "c01978" 39589 0.000410315882416329 "exponential" 3 0.0308789235002261 NA 10.9179278087523 1.80604895383207 NA 0.428811808390713 "E.inc.convex" "inc" 10.9179278087523 1.1830584669172 1.1830584669172 NA NA 4.87719921897972 11.346739617143 6.48984314487308 12.0097205896276 2.19497130212826 5.83732934447885 5.2086452739488 Inf 380 "c02004" 40603 0.00187240896451787 "linear" 2 0.09583802641451 NA 11.2948497744688 NA NA 0.204693386586991 "L.inc" "inc" 11.2948497744688 0.635501953154616 0.635501953154616 NA NA 2.13582639631652 11.4995431610558 NA 12.4243347519157 1.39985045054522 3.1165736046643 Inf Inf 500 "c02010" 40836 3.28957486675566e-06 "Gauss-probit" 4 2.47382933081178 11.5666887709273 11.5666887709273 1.57316368433189 -1.12119508642025 0.196870325940029 "GP.U" "U" 10.6507479686396 0.98252688049188 0.777272596359378 1.57316368433189 10.4454936845071 1.27006894515037 10.4538776426996 NA 11.7158227655035 0.467051473500251 4.30392981003449 Inf Inf 481 "c02083" 42840 0.000395955548160075 "linear" 2 -0.136212234714139 NA 10.611515601238 NA NA 0.274935406081475 "L.dec" "dec" 10.611515601238 0.903223328389453 0.903223328389453 NA NA 2.0184340023381 10.3365801951565 NA 9.55036404111418 1.05386556404594 3.36489675148386 5.99914080772089 Inf 500 "c02160" 45443 1.19793753645408e-07 "exponential" 3 0.42913684640267 NA 7.52811547133175 3.3691745047155 NA 0.40223574506788 "E.inc.convex" "inc" 7.52811547133175 2.6423398917355 2.6423398917355 NA NA 2.22804251960364 7.93035121639963 3.41345785416855 8.28092701846493 1.21655972848545 3.42940816276873 2.33329003874199 4.53291270410027 499 "c02216" 47064 0.00472164581282144 "log-Gauss-probit" 4 0.451114114416072 5.78471326302662 5.78471326302662 3.61139988525713 -1.68333765108247 0.529799974203185 "lGP.U" "U" 5.78471326302662 1.68333765108247 1.68333765108247 3.61139988525713 4.10137561194415 1.81875164508154 5.25491328882344 1.8677684035633 5.20624193672396 1.209520678151 2.25496265819911 1.31585390857302 2.3192001374776 496 "c02385" 52143 0.000377561361057814 "exponential" 3 -1.87549570139801 NA 4.83601785581778 -2.39631446743283 NA 0.577559522125561 "E.inc.concave" "inc" 4.83601785581778 1.75763985417185 1.75763985417185 NA NA 0.882077484488623 5.41357737794334 0.714599304687365 5.31961964139956 0.338940209089272 1.90115403008692 0.296209957996197 1.79515963016561 472 "c02486" 52753 2.17102581616717e-05 "exponential" 3 -0.00698002806393423 NA 17.8604531578167 1.26357736425697 NA 0.290223578007409 "E.dec.concave" "dec" 17.8604531578167 1.32025338581142 1.32025338581142 NA NA 4.7401392784807 17.5702295798093 NA 16.0744078420351 2.74155250642566 5.35036571046917 Inf Inf 363 "c02572" 52958 0.00459582093198662 "linear" 2 0.155543673870413 NA 14.7000110941377 NA NA 0.440079316356185 "L.inc" "inc" 14.7000110941377 1.03141010143471 1.03141010143471 NA NA 2.82929742756895 15.1400904104939 NA 16.1700122035515 1.72942685256203 4.94735374698167 6.574719043439 Inf 500 "c02651" 53192 0.000208040330247815 "exponential" 3 0.0449944215427289 NA 7.83011855767491 1.83079459026332 NA 0.524943319183032 "E.inc.convex" "inc" 7.83011855767491 1.63822428476602 1.63822428476602 NA NA 4.64836661503541 8.35506187685794 5.3321566912964 8.6131304134424 2.33640966409336 5.59620169688577 3.32926520231176 6.02134091610746 393 "c02837" 53881 0.000797104920053315 "linear" 2 0.157521030056959 NA 5.66262367161847 NA NA 0.325693431257242 "L.inc" "inc" 5.66262367161847 1.0445219503077 1.0445219503077 NA NA 2.06761872455679 5.98831710287571 3.59483661932053 6.22888603878032 1.30775682803499 3.06190634878899 2.63321348313153 5.18895294104804 500 "c02877" 53976 0.00243234918973564 "linear" 2 -0.141370834861671 NA 12.5354341374654 NA NA 0.385164583932222 "L.dec" "dec" 12.5354341374654 0.937430005967737 0.937430005967737 NA NA 2.72449819164681 12.1502695535332 NA 11.2818907237189 1.68457955140939 4.6751631522099 6.39212967865316 Inf 500 "c02913" 54065 6.08474015149765e-05 "linear" 2 -0.157877517383007 NA 13.5890617644555 NA NA 0.27046287385914 "L.dec" "dec" 13.5890617644555 1.04688581776672 1.04688581776672 NA NA 1.71311836126105 13.3185988905964 NA 12.23015558801 1.08191927090008 2.42852693433115 Inf Inf 500 "c02955" 54166 0.00845588273643626 "linear" 2 0.216637843725958 NA 4.25475688932074 NA NA 0.610551655674551 "L.inc" "inc" 4.25475688932074 1.43652554174683 1.43652554174683 NA NA 2.81830563475736 4.86530854499529 1.96399521715279 4.68023257825282 1.62293690756594 5.97592681186307 1.31683068157169 3.97493058256684 500 "c02964" 54187 0.000368414483480728 "exponential" 3 -1.68647146488211 NA 8.06815829644274 -1.58704241555518 NA 0.578550347865582 "E.inc.concave" "inc" 8.06815829644274 1.66062480131477 1.66062480131477 NA NA 0.666800733415973 8.64670864430832 1.03294754851489 8.87497412608701 0.275258156089862 1.67053743719011 0.448004236140454 2.77837825248133 487 "c03046" 54476 2.87568658133912e-05 "linear" 2 -0.205130401863005 NA 12.3485193198258 NA NA 0.335734983513767 "L.dec" "dec" 12.3485193198258 1.36021969475359 1.36021969475359 NA NA 1.63669051717641 12.012784336312 6.01983870146789 11.1136673878432 1.0795309642362 2.3571861107905 4.87657503366156 Inf 500 "c03076" 54608 0.000103487945061241 "exponential" 3 -0.0288096294296417 NA 11.7739224786601 1.87240934182499 NA 0.248236057235082 "E.dec.concave" "dec" 11.7739224786601 0.965587002694207 0.965587002694207 NA NA 4.23814750323244 11.525686421425 NA 10.5965302307941 2.00031487035558 5.42757684095507 6.53210432268839 Inf 417 "c03087" 54657 2.33529488468747e-05 "exponential" 3 -0.132074620965805 NA 14.8260964032414 2.97858440833344 NA 0.244196641062351 "E.dec.concave" "dec" 14.8260964032414 1.091574044613 1.091574044613 NA NA 3.11840884572871 14.5818997621791 NA 13.3434867629173 1.50959871853607 4.64899333926905 Inf Inf 488 "c03088" 54664 0.00308482112658986 "Gauss-probit" 4 2.14886580062445 11.5968175780445 11.5968175780445 1.82754795142893 -0.868228014406976 0.29736729194926 "GP.U" "U" 10.992074353191 0.796843905115507 0.533359115562092 1.82754795142893 10.7285895636376 4.92427580874793 11.2894416451402 NA 12.0912817885101 0.603842364151117 5.69785254187698 Inf Inf 439 "c03094" 54689 0.00341435551390771 "Gauss-probit" 4 0.591177275814441 3.28117898036482 3.28117898036482 1.70483760992516 1.52286494897172 0.487919533955081 "GP.bell" "bell" 3.30499109848758 1.52286494897172 1.49905283084896 1.70483760992516 4.80404392933654 0.831754581265653 3.79291063244266 0.695263337737587 3.63549020833634 0.527851728476864 1.07781312772243 0.429832687598828 1.00601681551404 466 "c03117" 54788 0.000171521313251839 "exponential" 3 -0.00909359623720497 NA 14.3779672105691 1.42415005521941 NA 0.248578487312498 "E.dec.concave" "dec" 14.3779672105691 0.947789222573158 0.947789222573158 NA NA 4.76252487580041 14.1293887232566 NA 12.9401704895122 2.43190243908225 5.50264581105121 Inf Inf 384 "c03134" 54867 0.000569087770829893 "Gauss-probit" 4 2.1755050172939 15.641094067471 15.641094067471 2.46225352182273 -1.04247229268588 0.225689338545586 "GP.U" "U" 15.091678042781 0.876237598926055 0.493056267995868 2.46225352182273 14.5986217747852 0.787394870347957 14.8659887042354 NA 16.6008458470591 0.483267499354044 1.05603069005554 Inf Inf 423 "c03146" 54920 1.24570282851869e-05 "linear" 2 -0.428848899264851 NA 10.5084376873945 NA NA 0.649247039581669 "L.dec" "dec" 10.5084376873945 2.84369705102523 2.84369705102523 NA NA 1.51392959313789 9.85919064781284 2.45038233872314 9.45759391865506 1.02570208762367 1.9393893597628 2.00659793478662 3.12135210902575 500 "c03147" 54922 0.00418616272668062 "log-Gauss-probit" 5 0.789525897983764 8.1665962745395 11.7426151595461 5.47736919719878 1.45801346059899 0.294101538524864 "lGP.bell" "bell" 11.7426151595461 1.03129870971396 0.714116631057351 2.52968817921593 12.0597972382028 2.08217300384224 12.036716698071 NA 10.5683536435915 0.766471794149802 5.27180591733332 Inf Inf 261 "c03150" 54936 0.000356679546436198 "linear" 2 0.108428529708966 NA 10.944561061648 NA NA 0.207004458897948 "L.inc" "inc" 10.944561061648 0.718989580500157 0.718989580500157 NA NA 1.90913276656587 11.1515655205459 NA 12.0390171678128 1.17918063019549 2.72864619037756 Inf Inf 500 "c03162" 54990 5.25726831218144e-05 "Gauss-probit" 4 1.75595491430227 6.51013288831985 6.51013288831985 2.22775896105796 2.76261852693645 0.66841122305067 "GP.bell" "bell" 7.74553229902691 2.64352689202558 1.52721911622939 2.22775896105796 9.2727514152563 0.712498146928938 8.41394352207758 0.827242482997219 8.5200855289296 0.450764295392245 1.05785062578769 0.598165314012829 1.48354536289747 487 "c03232" 55298 2.54871352552957e-06 "linear" 2 0.214354081175216 NA 8.32930385092259 NA NA 0.310945193868795 "L.inc" "inc" 8.32930385092259 1.42138191227286 1.42138191227286 NA NA 1.45061475929923 8.64024904479138 3.88576872679839 9.16223423601484 0.967990871695447 1.97837440589111 3.14745914444777 5.16904810212602 500 "c03258" 55367 0.000447378589154808 "Gauss-probit" 4 1.79803673066693 8.97817822020163 8.97817822020163 2.18697397355358 1.30931749601527 0.39364195117716 "GP.bell" "bell" 9.60305446811732 1.2475819333373 0.684441248099581 2.18697397355358 10.2874957162169 0.912630032227088 9.99669641929448 NA 8.64274902130559 0.509073538639536 5.14152680424072 1.60433186373766 Inf 466 "c03284" 55434 0.00136536605872341 "linear" 2 -0.367279606786672 NA 9.11193572520387 NA NA 0.841388080928491 "L.dec" "dec" 9.11193572520387 2.43543107260242 2.43543107260242 NA NA 2.29086523014384 8.27054764427538 2.48092612735135 8.20074215268348 1.50525256537805 3.40116947142977 1.95515288638681 3.77373730498913 500 "c03317" 55512 0.000163238552452174 "exponential" 3 -0.0412036797802811 NA 12.1030556655007 2.07911989425624 NA 0.249475431699282 "E.dec.concave" "dec" 12.1030556655007 0.958898877324254 0.958898877324254 NA NA 4.06196069789365 11.8535802338014 NA 10.8927500989506 2.09606998429111 5.21247482680072 Inf Inf 452 "c03319" 55519 0.000110463725417435 "Gauss-probit" 4 2.83793004164185 10.6370078835435 10.6370078835435 2.40227931973928 -4.09224618476685 0.732068563199092 "GP.U" "U" 7.77700860404521 2.7438222997726 1.51157539450408 2.40227931973928 6.54476169877669 0.953175557968276 7.04494004084612 1.02511828972122 6.99930774364069 0.530751892564886 4.685403810196 0.666553386410898 5.09309857527545 359 "c03329" 55542 0.00268041433639757 "linear" 2 -0.0897145576336521 NA 11.7034422480029 NA NA 0.202956743047348 "L.dec" "dec" 11.7034422480029 0.594897231668748 0.594897231668748 NA NA 2.26224983325581 11.5004855049555 NA 10.5330980232026 1.42957110311195 3.59955541466707 Inf Inf 500 "c03346" 55583 0.00895835815572264 "Gauss-probit" 4 2.36152491090547 6.88739294896292 6.88739294896292 2.36562203998328 -2.64723854779056 0.833586689480763 "GP.U" "U" 5.28454729443394 2.12917419253897 1.08478129927739 2.36562203998328 4.24015440117236 1.4035694879443 4.45096060495318 0.810652350761679 4.75609256499055 0.644830191065923 6.45253737894468 0.523761143441178 4.53408541876119 362 "c03358" 55610 0.00136131088892355 "Gauss-probit" 4 2.73223619075116 10.2055855842543 10.2055855842543 2.85550987205108 2.32441949213336 0.412551156447616 "GP.bell" "bell" 11.5518508136834 1.42971238399308 0.978154262704289 2.85550987205108 12.5300050763877 0.815172208246468 11.964401970131 NA 10.3966657323151 0.530463589294155 1.14646251162824 1.68379792200643 Inf 336 "c03392" 55694 7.49908213911668e-05 "linear" 2 -0.13346147487136 NA 13.2867882926201 NA NA 0.235258667380424 "L.dec" "dec" 13.2867882926201 0.884983039871988 0.884983039871988 NA NA 1.7627458980742 13.0515296252397 NA 11.9581094633581 1.14853940079773 2.49137725313247 Inf Inf 500 "c03440" 55810 0.00267916933110764 "linear" 2 -0.113878247787087 NA 13.9590915679192 NA NA 0.269184346311565 "L.dec" "dec" 13.9590915679192 0.755126661076172 0.755126661076172 NA NA 2.36379072862842 13.6899072216076 NA 12.5631824111272 1.54875480761696 3.50286869726946 Inf Inf 500 "c03526" 56019 0.000222326810764813 "exponential" 3 -1.24927293824946 NA 6.73617713185401 -0.649865014482413 NA 0.381853129490669 "E.inc.concave" "inc" 6.73617713185401 1.24922667190315 1.24922667190315 NA NA 0.237066821437586 7.11803026134468 0.503520675689188 7.40979484503941 0.0818399688944878 0.598086107797021 0.191250605462207 1.62570352522433 478 "c03540" 56053 0.00343092523174647 "linear" 2 0.196502812762955 NA 6.40855384237969 NA NA 0.527673098938494 "L.inc" "inc" 6.40855384237969 1.30301015143116 1.30301015143116 NA NA 2.68532084360052 6.93622694131818 3.26130387258652 7.04940922661766 1.75885065141821 4.37834423739888 2.228962041737 5.61853275297154 500 "c03544" 56063 0.00638650001245209 "exponential" 3 -0.00141759440075344 NA 8.90103686668303 1.02370530841486 NA 0.374290112608117 "E.dec.concave" "dec" 8.90103686668303 0.920459028447082 0.920459028447082 NA NA 5.71212218293297 8.52674675407491 6.59672420488313 8.01093318001472 2.93461899362349 6.07198774852532 5.69970450882743 Inf 295 "c03569" 56124 0.00801193844797417 "exponential" 3 0.000122007308734198 NA 7.74612348116518 0.771883834419455 NA 0.277431826053066 "E.inc.convex" "inc" 7.74612348116518 0.656426499960034 0.656426499960034 NA NA 5.96642216701408 8.02355530721825 NA 8.5207358292817 3.14629928733854 6.07885543249944 6.33440460597214 Inf 259 "c03571" 56127 0.00941341807362857 "log-Gauss-probit" 4 0.59832994933476 4.16800580569442 4.16800580569442 2.31670143185411 1.34071359038037 0.644891841945595 "lGP.bell" "bell" 4.16800580569442 1.34071359038037 1.34071359038037 2.31670143185411 5.5087193960748 1.12328332073565 4.81289764764002 0.928227244626229 4.58480638626387 0.502785478850285 1.81721040803146 0.3988382588292 1.59018953395844 482 "c03578" 56143 1.6886104968062e-05 "linear" 2 -0.437069835415749 NA 14.5281221329827 NA NA 0.754751786148627 "L.dec" "dec" 14.5281221329827 2.89821007864183 2.89821007864183 NA NA 1.72684483117142 13.773370346834 3.32398188018701 13.0753099196844 1.19026279010808 2.3393846887998 2.66034625206951 4.43152099298219 500 "c03586" 56164 0.00385471481726694 "Gauss-probit" 4 2.55296344693854 11.4923352562707 11.4923352562707 2.58192551871595 1.46103749117645 0.342834171688396 "GP.bell" "bell" 12.368446639472 1.0456724219907 0.584926107975219 2.58192551871595 12.9533727474472 1.04521517370783 12.7112808111604 NA 11.1316019755248 0.581906705568468 1.64790601485837 Inf Inf 344 "c03596" 56187 0.000358818951810385 "exponential" 3 -0.0621512625488257 NA 12.8542303070645 2.84616816544067 NA 0.154710592524518 "E.dec.concave" "dec" 12.8542303070645 0.576507453908711 0.576507453908711 NA NA 3.55682620392717 12.69951971454 NA 11.5688072763581 1.76442029919158 5.24239554761012 Inf Inf 475 "c03656" 56332 7.83935918529072e-05 "exponential" 3 -0.00132435539345704 NA 6.49186798710167 0.859786994685032 NA 0.838024794618688 "E.dec.concave" "dec" 6.49186798710167 2.95973142880901 2.95973142880901 NA NA 5.54708854851453 5.65384319248298 5.32795607704811 5.8426811883915 3.27614509183998 5.73922472152867 2.90875758328786 5.53772838510681 274 "c03661" 56344 0.00758764070619788 "log-Gauss-probit" 4 0.692353991355289 3.0415931684292 3.0415931684292 1.88094777361104 1.79425200911162 0.877547666562112 "lGP.bell" "bell" 3.0415931684292 1.79425200911162 1.79425200911162 1.88094777361104 4.83584517754081 0.821805269823689 3.91914083499131 0.510353529024014 3.34575248527212 0.356546781134235 1.4592305359708 0.166561570480776 1.15650459043953 483 "c03669" 56366 0.0013226538904168 "linear" 2 -0.111776400381572 NA 10.9597174373219 NA NA 0.260604461187978 "L.dec" "dec" 10.9597174373219 0.741189310930206 0.741189310930206 NA NA 2.33148017200723 10.6991129761339 NA 9.86374569358968 1.51415885159056 3.63179830799836 Inf Inf 500 "c03723" 56497 3.97667388783074e-05 "linear" 2 -0.135176719346987 NA 15.1554831686138 NA NA 0.20897885627095 "L.dec" "dec" 15.1554831686138 0.896356825989871 0.896356825989871 NA NA 1.54596780629451 14.9465043123428 NA 13.6399348517524 0.950508108524249 2.24281268326051 Inf Inf 500 "c03724" 56499 4.29797164785926e-05 "log-Gauss-probit" 4 0.584091311180611 12.278610350792 12.278610350792 1.73727240123952 -2.02164563711622 0.531710157683888 "lGP.U" "U" 12.278610350792 2.02164563711622 2.02164563711622 1.73727240123952 10.2569647136757 0.668779911837018 11.7469001931081 0.969519323444378 11.0507493157128 0.433016829493159 0.897157155431808 0.740395116187457 1.23807537399786 498 "c03745" 56548 0.00924314015257663 "linear" 2 -0.117220092912871 NA 8.81781340157986 NA NA 0.36412408836219 "L.dec" "dec" 8.81781340157986 0.77728643610525 0.77728643610525 NA NA 3.10632826944472 8.45368931321767 NA 7.93603206142187 1.7404903019426 5.84933624939194 5.05866177201616 Inf 500 "c03760" 56585 0.00977759361811 "linear" 2 -0.135142761669507 NA 10.3504426050307 NA NA 0.390269690276239 "L.dec" "dec" 10.3504426050307 0.896131652630501 0.896131652630501 NA NA 2.88783272929294 9.96017291475443 NA 9.3153983445276 1.73688930941649 5.11975229351494 5.38884008399106 Inf 500 "c03761" 56586 0.00470244932464795 "linear" 2 0.126218173569147 NA 10.2773637843148 NA NA 0.38834605255579 "L.inc" "inc" 10.2773637843148 0.836952708937016 0.836952708937016 NA NA 3.07678396521114 10.6657098368706 NA 11.3051001627463 1.60498652312913 5.32462570430796 5.20305375956157 Inf 500 "c03784" 56645 0.00500665189997052 "log-Gauss-probit" 4 0.689822797700173 9.65409531135027 9.65409531135027 1.95602219071922 -2.13701587983338 1.14939830200432 "lGP.U" "U" 9.65409531135027 2.13701587983338 2.13701587983338 1.95602219071922 7.51707943151689 0.907240940955967 8.50469700934594 0.819793322237126 8.68868578021524 0.351833669147971 1.7316828436576 0.362628185517086 1.49535767993847 476 "c03799" 56680 2.10200328103213e-05 "linear" 2 -0.174797161353133 NA 9.64611620294476 NA NA 0.273858847790378 "L.dec" "dec" 9.64611620294476 1.15907997693262 1.15907997693262 NA NA 1.56672365655365 9.37225735515438 5.51846273032847 8.68150458265028 1.04661647792798 2.0700495067116 4.55311176408178 Inf 500 "c03801" 56685 0.0025709864282694 "log-Gauss-probit" 4 0.976422664666567 13.7221921389351 13.7221921389351 2.82753599537816 -0.5902917849635 0.202078597261435 "lGP.U" "U" 13.7221921389351 0.590291784963499 0.590291784963499 2.82753599537816 13.1319003539716 0.676840350379983 13.5201135416737 NA 15.0944113528286 0.223529538781482 1.18153519898913 Inf Inf 496 "c03837" 56772 1.68219567028877e-06 "exponential" 3 -0.130029981936411 NA 9.0573557048634 2.67336379571792 NA 0.284611871497847 "E.dec.concave" "dec" 9.0573557048634 1.42330691158617 1.42330691158617 NA NA 3.10016656553467 8.77274383336555 5.54758019989455 8.15162013437706 1.54663594616703 4.71184524588676 4.56591472957984 6.22946515158986 492 "c03925" 57063 0.000538135849994363 "Gauss-probit" 5 3.21026842276435 2.38218716205459 -5.18825170015544 0 4.60278663408373 0.512063553828851 "GP.bell" "bell" 3.1997543650333 1.3762816173524 0.956780764956545 2.10645228483424 4.15653512998985 0.647013768301779 3.71181791886215 0.374070228058853 3.51972980153663 0.299108446220742 1.83066314166379 0.19977428364683 1.43257854850297 479 "c03931" 57089 0.00285106963440364 "Gauss-probit" 4 6.12633367787342 0.752633236646499 0.752633236646499 2.55470123247076 8.41531498036379 0.558212684225706 "GP.bell" "bell" 8.4671773288209 1.67105039110858 0.970279502919194 2.55470123247076 9.16794821701029 1.42222995691562 9.02539001304661 6.46026357239936 7.62045959593881 0.577632930126312 5.49403890882124 1.08554515202972 Inf 260 "c03948" 57165 0.00605215321600532 "log-Gauss-probit" 4 0.769080611981357 11.6144650995984 11.6144650995984 2.60858341316789 -0.647460597055632 0.242505015644136 "lGP.U" "U" 11.6144650995984 0.647460597055632 0.647460597055632 2.60858341316789 10.9670045025427 0.887787923071868 11.3719600839542 NA 12.7759116095582 0.410792110237671 1.59429304317249 Inf Inf 493 "c03949" 57167 0.000429553692257728 "linear" 2 0.212834781280421 NA 10.8326667988289 NA NA 0.443244125246375 "L.inc" "inc" 10.8326667988289 1.41130743467047 1.41130743467047 NA NA 2.08257373432953 11.2759109240753 5.08970701764965 11.9159334787118 1.31874422675563 3.39321598735309 3.74785897777608 Inf 500 "c03950" 57172 0.00575021985550414 "log-Gauss-probit" 4 0.81146085249942 7.76881656342525 7.76881656342525 2.59596228288639 -1.71810582524851 0.709752027833035 "lGP.U" "U" 7.76881656342525 1.71810582524851 1.71810582524851 2.59596228288639 6.05071073817674 0.882425093898363 7.05906453559221 0.933875298946246 6.99193490708272 0.362588939511339 1.58834514659446 0.452166289025541 1.66004726080601 494 "c03979" 57294 0.00311383372206236 "exponential" 3 -0.00417752521670937 NA 12.6184167566379 1.05508363507293 NA 0.857082819752584 "E.dec.concave" "dec" 12.6184167566379 2.23648942612917 2.23648942612917 NA NA 5.62220076028639 11.7613339368853 6.02865689129538 11.3565750809741 2.93270043277053 5.96334425921903 4.12737801778972 6.33497356234616 305 "c04048" 57585 0.00326319210562846 "linear" 2 -0.121167048132159 NA 10.6857589865361 NA NA 0.318731172051686 "L.dec" "dec" 10.6857589865361 0.803458696164343 0.803458696164343 NA NA 2.63051033234747 10.3670278144844 NA 9.61718308788249 1.66564174565668 4.08568141083305 6.34826310067981 Inf 500 "c04049" 57589 0.000404360158159669 "log-Gauss-probit" 4 0.790258694415726 13.3308964513253 13.3308964513253 2.08077120667639 -2.043768520825 0.679306751026131 "lGP.U" "U" 13.3308964513253 2.043768520825 2.043768520825 2.08077120667639 11.2871279305003 0.643894605814943 12.6515897002991 1.0021941878157 11.9978068061927 0.323292965354902 1.04699948377932 0.647250518628756 1.60917922632772 497 "c04113" 57859 0.000116597161197927 "linear" 2 0.313054870915114 NA 4.32784011230919 NA NA 0.642449465620216 "L.inc" "inc" 4.32784011230919 2.07586684903812 2.07586684903812 NA NA 2.05219444036193 4.97028957792941 1.38245416838849 4.76062412354011 1.3785359615838 3.16023333343099 1.01186946510569 2.27658356038239 500 "c04117" 57876 0.000365258094947734 "Gauss-probit" 5 6.91490125967586 15.3546349920235 23.8696589108381 0 -8.85752102925142 0.312007380464371 "GP.U" "U" 10.7546259221794 1.08802223941781 0.643534529606679 2.6519768522218 10.1110913925727 0.73927144006571 10.442618541715 NA 11.8300885143973 0.313379519600068 1.389158621698 Inf Inf 279 "c04129" 57927 0.00245681159652535 "linear" 2 -0.110619439781572 NA 11.3869012248888 NA NA 0.258483591597761 "L.dec" "dec" 11.3869012248888 0.733517505191603 0.733517505191603 NA NA 2.33669228580583 11.128417633291 NA 10.2482111023999 1.43903731880715 3.71808414244736 Inf Inf 500 "c04144" 57993 0.000134716138198894 "linear" 2 -0.149051963778651 NA 11.545890885427 NA NA 0.252867237970211 "L.dec" "dec" 11.545890885427 0.988363571816233 0.988363571816233 NA NA 1.69650390078544 11.2930236474568 NA 10.3913017968843 1.13690056053094 2.23171924108629 6.26670351919717 Inf 500 "c04150" 58017 0.00457641129196435 "linear" 2 -0.14476709876981 NA 11.5428900277504 NA NA 0.361602046493071 "L.dec" "dec" 11.5428900277504 0.959950631942609 0.959950631942609 NA NA 2.4978192528956 11.1812879812573 NA 10.3886010249753 1.49484167046468 4.12830590867352 5.95825035344297 Inf 500 "c04240" 58395 0.00256113898668792 "exponential" 3 -0.00140408585366913 NA 11.7554051870569 1.11889634587092 NA 0.136412639512234 "E.dec.concave" "dec" 11.7554051870569 0.52483837056724 0.52483837056724 NA NA 5.13186091313125 11.6189925475447 NA 10.5798646683512 2.77040545360634 5.60679497854411 Inf Inf 317 "c04305" 58672 0.0016241981220767 "exponential" 3 -0.0472485667245368 NA 13.4040484737838 2.47928260567597 NA 0.215511509569448 "E.dec.concave" "dec" 13.4040484737838 0.638140267494554 0.638140267494554 NA NA 4.25400029731745 13.1885369642144 NA 12.0636436264055 2.20344428896489 5.4457023276323 Inf Inf 436 "c04342" 58826 0.000130891038231932 "Gauss-probit" 4 7.19742594149774 7.72335595699657 7.72335595699657 2.53979774036365 5.20698159093603 0.185965503188302 "GP.bell" "bell" 12.616033256861 0.776774100824309 0.462469809752665 2.53979774036365 12.9303375479326 0.931810500244838 12.8019987600493 NA 11.3544299311749 0.483808698098185 1.54001284156162 Inf Inf 261 "c04391" 59033 0.000362414973098179 "linear" 2 -0.13631452660432 NA 10.8961839736716 NA NA 0.270935436368509 "L.dec" "dec" 10.8961839736716 0.903901625913246 0.903901625913246 NA NA 1.98757566869562 10.6252485373031 NA 9.80656557630446 1.26495794824315 3.08197440298509 6.03817703283844 Inf 500 "c04426" 59181 0.000220929932262039 "Gauss-probit" 5 8.50830999124146 22.4147778919732 36.1312096466042 0 -14.6121480294642 0.266811899193603 "GP.U" "U" 14.6608457398245 1.01280098655041 1.01280098655041 3.18625444401457 13.6480447532741 0.446297208877745 14.3940338406309 NA 16.1269303138069 0.24674040555705 0.715791123224787 Inf Inf 256 "c04434" 59217 0.00787440737840893 "Gauss-probit" 5 3.90829762546358 2.8969340274537 -2.6304333118067 0 3.76931235594821 0.454676914089739 "GP.bell" "bell" 3.90256271377171 0.987253367078548 0.627222504813741 2.28640886059361 4.52978521858545 1.05995934501898 4.35723962786145 0.857327386348017 4.29281898514888 0.400446716576085 6.57202016836393 0.372516223189151 5.97561558066991 415 "c04450" 59285 1.01419900731708e-06 "exponential" 3 -0.0146782320265417 NA 12.8684968520875 1.4635166156272 NA 0.226039801414347 "E.dec.concave" "dec" 12.8684968520875 1.34803521273488 1.34803521273488 NA NA 4.09383748492262 12.6424570506732 6.56376751499101 11.5816471668788 2.53971244679537 5.05133096363184 6.25833815160605 Inf 445 "c04513" 59551 0.00961230256871281 "log-Gauss-probit" 4 0.750666265831377 11.8496013495268 11.8496013495268 1.95850388592922 0.83498530392436 0.427636244407712 "lGP.bell" "bell" 11.8496013495268 0.834985303924361 0.834985303924361 1.95850388592922 12.6845866534511 0.821831909678432 12.2772375939345 NA 10.6646412145741 0.318207526206889 1.58281582037003 1.30158571147545 Inf 480 "c04527" 59607 0.00122225166558368 "exponential" 3 0.000422672838826468 NA 10.918758687874 0.863386978828061 NA 0.306983810736355 "E.inc.convex" "inc" 10.918758687874 0.914702558024064 0.914702558024064 NA NA 5.68913978064946 11.2257424986103 NA 12.0106345566614 2.82937876182961 5.82960639557397 6.44171960123972 Inf 251 "c04553" 59682 0.000205293537124212 "exponential" 3 -0.00656689162546648 NA 15.7513804918963 1.20894282608452 NA 0.431533155573851 "E.dec.concave" "dec" 15.7513804918963 1.57630809892495 1.57630809892495 NA NA 5.07805154464621 15.3198473363225 6.63010602776431 14.1762424427067 2.7413224412726 5.62175055406986 6.05963970208869 Inf 336 "c04609" 59807 0.00640770577850439 "linear" 2 0.239241262671182 NA 5.61761860355183 NA NA 0.717451295908398 "L.inc" "inc" 5.61761860355183 1.58640881277261 1.58640881277261 NA NA 2.99886101543644 6.33506989946022 2.34809770723907 6.17938046390701 1.79369035669669 5.20995652681558 1.53655610921093 4.4694075314092 500 "c04613" 59817 0.00258133466980067 "Gauss-probit" 4 3.03202258395111 11.9083638027621 11.9083638027621 2.73947404966579 1.24755465200144 0.171082211576678 "GP.bell" "bell" 12.7378214923054 0.700096362900124 0.418096962458081 2.73947404966579 13.1559184547635 0.72531251714461 12.9089037038821 NA 11.4640393430749 0.452592358052363 0.985205369760312 Inf Inf 333 "c04619" 59830 0.0084832823166531 "exponential" 3 0.0232807479814987 NA 8.30983055652469 1.78320205971918 NA 0.474446182209577 "E.inc.convex" "inc" 8.30983055652469 0.936033054473315 0.936033054473315 NA NA 5.4609222851853 8.78427673873427 6.42418745248048 9.14081361217716 2.60802191215457 6.34435467642726 4.77393169265309 Inf 315 "c04625" 59843 0.0037597932567287 "linear" 2 0.179182994375404 NA 6.99991995947674 NA NA 0.485722533392984 "L.inc" "inc" 6.99991995947674 1.1881624357033 1.1881624357033 NA NA 2.71076245313411 7.48564249286972 3.90657605866956 7.69991195542441 1.67808513982039 5.13961514083764 2.70083792279158 Inf 500 "c04647" 59892 0.00170415955301096 "linear" 2 0.0934490850532754 NA 17.9267166451243 NA NA 0.191301634744631 "L.inc" "inc" 17.9267166451243 0.619660882988271 0.619660882988271 NA NA 2.04712153827475 18.1180182798689 NA 19.7193883096367 1.32526215404177 3.01718986030544 Inf Inf 500 "c04655" 59910 4.75821601393316e-05 "log-Gauss-probit" 4 0.729768368138028 11.5528527195272 11.5528527195272 1.75867172406244 0.985755676579446 0.278118621125396 "lGP.bell" "bell" 11.5528527195272 0.985755676579446 0.985755676579446 1.75867172406244 12.5386083961066 0.550809264680138 11.8309713406526 NA 10.3975674475744 0.274876678374844 0.868460260738175 1.20202040894988 Inf 499 "c04667" 59936 0.000717509806314064 "exponential" 3 0.00372714260787644 NA 4.12404688313925 0.967225200336967 NA 1.22904640973674 "E.inc.convex" "inc" 4.12404688313925 3.53434010057946 3.53434010057946 NA NA 5.61124088169923 5.35309329287599 4.56081524128341 4.53645157145317 3.02720467431185 5.8125245749781 1.18596558718529 4.94083120496421 275 "c04683" 59973 0.000582302100985766 "exponential" 3 0.802613612865712 NA 11.2738979188202 -2.48155544652182 NA 0.241100237159367 "E.dec.convex" "dec" 11.2738979188202 0.747148233217295 0.747148233217295 NA NA 0.886505466288924 11.0327976816608 NA 10.1465081269382 0.345540320679959 1.80313463652632 Inf Inf 479 "c04702" 60014 1.15025621418232e-05 "exponential" 3 -0.000895840409437986 NA 11.176617927155 0.916281852375299 NA 0.227473391071363 "E.dec.concave" "dec" 11.176617927155 1.24406978568949 1.24406978568949 NA NA 5.07707811641459 10.9491445360836 6.53289563340597 10.0589561344395 3.07025121064147 5.3715482279893 6.21856713148079 Inf 293 "c04710" 60031 0.00277206838832208 "Gauss-probit" 4 1.93632510875284 14.1282767703868 14.1282767703868 2.80915363268932 -0.892568469891452 0.248499651335015 "GP.U" "U" 13.8166697064703 0.765308304765737 0.580961405974886 2.80915363268932 13.2357083004954 0.939870879646675 13.5681700551352 NA 15.1983366771173 0.59352878404084 1.44472678388277 Inf Inf 389 "c04721" 60057 0.00193507118308583 "linear" 2 0.0862125138414744 NA 10.9147352931335 NA NA 0.164903909023918 "L.inc" "inc" 10.9147352931335 0.571675179282817 0.571675179282817 NA NA 1.91276070811645 11.0796392021574 NA 12.0062088224468 1.26617938127007 2.66948753729341 Inf Inf 500 "c04785" 60199 0.00294765834383175 "exponential" 3 1.55443215278541 NA 6.49330890071487 -1.53667592897894 NA 0.650312628042974 "E.dec.convex" "dec" 6.49330890071487 1.53365804878952 1.53365804878952 NA NA 0.832730853478452 5.8429962726719 0.831063159554222 5.84397801064339 0.305008372787441 2.5122396265477 0.378730891636835 2.5190324254726 473 "c04791" 60213 0.00279810923450018 "linear" 2 0.331546895409755 NA 3.51626359626209 NA NA 0.887040018693906 "L.inc" "inc" 3.51626359626209 2.19848746346209 2.19848746346209 NA NA 2.67545867862108 4.40330361495599 1.06056296860098 3.8678899558883 1.66594508276312 4.33416359587129 0.66978646369403 2.01614770173638 500 "c04803" 60240 0.00864592001588409 "linear" 2 0.105447527149543 NA 10.5032644047143 NA NA 0.292489283759115 "L.inc" "inc" 10.5032644047143 0.699222552528617 0.699222552528617 NA NA 2.77378988076521 10.7957536884734 NA 11.5535908451857 1.79186085624327 4.76065711931673 Inf Inf 500 "c04820" 60277 0.00101640742257223 "linear" 2 0.151631150134816 NA 9.4206792929679 NA NA 0.305253604829044 "L.inc" "inc" 9.4206792929679 1.00546615654396 1.00546615654396 NA NA 2.01313255592695 9.72593289779694 6.21289179999753 10.3627472222647 1.2711386956051 2.98544819031053 4.57401293537663 Inf 500 "c04841" 60324 1.20915374838666e-05 "linear" 2 0.132770496326194 NA 9.55648647762288 NA NA 0.180025112253075 "L.inc" "inc" 9.55648647762288 0.880401161138993 0.880401161138993 NA NA 1.35591202288485 9.73651158987596 NA 10.5121351253852 1.00581658957336 1.72171251339196 5.981752578168 Inf 500 "c04883" 60416 0.0074793925931086 "exponential" 3 1.7011616772371 NA 5.05515210336706 -0.588910893853593 NA 0.724404970593526 "E.dec.convex" "dec" 5.05515210336706 1.70113976480879 1.70113976480879 NA NA 0.326744863543812 4.33074713277353 0.207664316235112 4.54963689303035 0.112291149385769 1.15627903251436 0.0892019768247715 0.608214606619365 446 "c04946" 60557 0.000508223436184969 "Gauss-probit" 5 6.06605012723348 9.84417730341961 3.04405431191849 0 7.04197010097379 0.366672467974854 "GP.bell" "bell" 13.4860859086428 1.21634428379148 0.700160344114268 2.33689205226688 14.0022698483201 1.06713348406285 13.8527583766177 NA 12.1374773177786 0.389203297632028 4.7343162900253 Inf Inf 297 "c04962" 60591 0.00188307566454963 "linear" 2 0.191945734635132 NA 4.15117233719145 NA NA 0.471393008895976 "L.inc" "inc" 4.15117233719145 1.27279216636556 1.27279216636556 NA NA 2.45586602792734 4.62256534608742 2.16268016847698 4.56628957091059 1.45100684121244 4.2948546424766 1.50497333850906 3.76661790681094 500 "c04967" 60603 8.94189055331288e-05 "log-Gauss-probit" 4 0.702893985132879 11.4279775418788 11.4279775418788 1.81926249087771 1.25198935425505 0.511388576738673 "lGP.bell" "bell" 11.4279775418788 1.25198935425505 1.25198935425505 1.81926249087771 12.6799668961339 0.710230877436522 11.9393661186175 1.34736205560525 12.5707752960667 0.33965245793623 1.22851547824074 0.692258879887573 Inf 493 "c04981" 60634 0.00160417841510646 "Gauss-probit" 5 6.07374672475193 15.525880500734 29.7823352020534 0 -13.8372731437687 0.771328158742712 "GP.U" "U" 8.81683470762506 2.19676341680113 1.15267844331622 2.49647814421202 7.66415626430884 1.04664042312665 8.04550654888235 1.27059006940009 7.93515123686255 0.363442168354316 4.82716362841762 0.571262850323282 6.05476914989273 303 "c04990" 60654 0.00129031158083917 "linear" 2 0.216849193900779 NA 5.15029683789822 NA NA 0.496775704775632 "L.inc" "inc" 5.15029683789822 1.43792700475607 1.43792700475607 NA NA 2.29088103044983 5.64707254267385 2.37505924981892 5.66532652168804 1.5400450005641 3.36956447856639 1.71468286554503 3.63789778021495 500 "c05006" 60690 4.87861462112639e-06 "Gauss-probit" 4 2.47606751597234 7.08340079762087 7.08340079762087 1.29612392590501 1.17267278991101 0.221908253263294 "GP.bell" "bell" 8.1059309017059 1.05755664040415 0.907413954578166 1.29612392590501 8.25607358753188 3.45937415096834 7.8840226484426 5.87618301179933 7.29533781153531 0.53318241751707 4.043345179621 4.85017346686697 Inf 482 "c05067" 60825 0.0034298197167732 "exponential" 3 0.473313191707655 NA 13.0468297969991 -2.52002142906193 NA 0.131444249951946 "E.dec.convex" "dec" 13.0468297969991 0.439242740413114 0.439242740413114 NA NA 0.819838208416151 12.9153855470472 NA 11.7421468172992 0.336663886077526 1.65305578625565 Inf Inf 468 "c05081" 60856 0.000199862773450305 "exponential" 3 0.0440643594159444 NA 11.0973433073461 2.07545741870612 NA 0.272348017317831 "E.inc.convex" "inc" 11.0973433073461 1.03150950381845 1.03150950381845 NA NA 4.09154653007893 11.3696913246639 NA 12.2070776380807 2.0282005668036 5.25938189274258 6.17057748459745 Inf 454 "c05100" 60898 4.6855879613692e-05 "exponential" 3 1.62625173317497 NA 6.96304810596966 -2.07224617738143 NA 0.440051802954521 "E.dec.convex" "dec" 6.96304810596966 1.55995612148928 1.55995612148928 NA NA 0.653841237368734 6.52299630301514 1.15818995903632 6.2667432953727 0.279572545336661 1.4053942322986 0.623857241462511 2.42644906226296 491 "c05122" 60947 0.00583129445511223 "linear" 2 0.101718564354986 NA 9.01299129823422 NA NA 0.283362824549117 "L.inc" "inc" 9.01299129823422 0.674495800237914 0.674495800237914 NA NA 2.78575328255925 9.29635412278334 NA 9.91429042805764 1.67314034106673 4.88136728399043 6.2605152212737 Inf 500 "c05156" 61064 0.00531567935154959 "linear" 2 -0.108510225089458 NA 11.2271885147518 NA NA 0.324272530523763 "L.dec" "dec" 11.2271885147518 0.719531302568194 0.719531302568194 NA NA 2.98840528859311 10.9029159842281 NA 10.1044696632766 1.77441634316408 5.07492883631361 Inf Inf 500 "c05183" 61177 7.47068325745047e-05 "exponential" 3 -0.00602933730165312 NA 6.69040341504379 1.28998668371932 NA 0.253097459709813 "E.dec.concave" "dec" 6.69040341504379 1.02364746150218 1.02364746150218 NA NA 4.85122763924242 6.43730595533398 6.08638783492566 6.02136307353941 2.57101943370868 5.49914510666157 5.10815563810368 6.37048320070497 370 "c05186" 61192 9.97727717292851e-06 "exponential" 3 -0.00771057525694551 NA 9.27234233299572 1.29749343204434 NA 0.279517916695848 "E.dec.concave" "dec" 9.27234233299572 1.27049946107187 1.27049946107187 NA NA 4.69392284021807 8.99282441629987 6.22523686436367 8.34510809969614 2.69574648827312 5.30678080334139 5.53166605617076 6.4733040255563 376 "c05207" 61277 0.00427667396912379 "exponential" 3 1.04599050584239 NA 13.415527819038 -2.21483929050616 NA 0.402439071987466 "E.dec.convex" "dec" 13.415527819038 0.993594891749321 0.993594891749321 NA NA 1.075786459606 13.0130887470505 NA 12.0739750371342 0.409040886589747 2.67839096197505 5.3861930078356 Inf 441 "c05237" 61406 0.00483087169504673 "log-Gauss-probit" 4 0.708227063375183 10.2683635584094 10.2683635584094 1.76450190550924 -1.12808705367792 0.644011343540836 "lGP.U" "U" 10.2683635584094 1.12808705367792 1.12808705367792 1.76450190550924 9.14027650473149 0.833584771027693 9.62435221486858 1.2978678396635 9.24152720256847 0.230421948577087 1.70950876805044 0.577882133920754 Inf 458 "c05254" 61477 0.00307677255832649 "exponential" 3 -0.0114846526516187 NA 6.06936650522863 1.40272881674684 NA 0.563981833603154 "E.dec.concave" "dec" 6.06936650522863 1.28605618744704 1.28605618744704 NA NA 5.49051821143223 5.50538467162547 5.59149919058544 5.46242985470577 3.01999714932863 6.15631490632581 3.46733187709023 6.27230735968639 314 "c05269" 10 9.27057747334668e-05 "Gauss-probit" 4 2.65635031598565 9.3830166771289 9.3830166771289 1.95637325672162 -1.15423784554268 0.238969026408052 "GP.U" "U" 8.50295906152889 0.908869680880999 0.634689450938321 1.95637325672162 8.22877883158622 1.29515273118635 8.26399003512084 NA 9.35325496768178 0.523233139334456 5.10043805169392 6.4483193991441 Inf 415 "c05284" 73 0.00384147057273223 "linear" 2 0.231908837219085 NA 3.67709652131548 NA NA 0.649077316428824 "L.inc" "inc" 3.67709652131548 1.53778749959975 1.53778749959975 NA NA 2.79884684090601 4.32617383774431 1.58557843910093 4.04480617344703 1.57343096779704 4.83401981290817 1.00409561616575 2.88640033045274 500 "c05305" 159 0.00189909993002639 "linear" 2 -0.133704316209667 NA 8.20457282043728 NA NA 0.334068873671685 "L.dec" "dec" 8.20457282043728 0.886593320786303 0.886593320786303 NA NA 2.49856461737419 7.87050394676559 6.13635599285467 7.38411553839355 1.60569925930792 3.57711229450926 4.53955374735562 Inf 500 "c05318" 213 0.000779096646699417 "log-Gauss-probit" 4 0.674892173425558 12.6031580467978 12.6031580467978 1.77117587581098 0.832968913613325 0.372862100750281 "lGP.bell" "bell" 12.6031580467978 0.832968913613325 0.832968913613325 1.77117587581098 13.4361269604112 0.752727994905493 12.9760201475481 NA 11.342842242118 0.340730503911123 1.30338028721545 1.61557300467461 Inf 478 "c05326" 247 0.0048122590798611 "linear" 2 -0.162821396343746 NA 4.62853958121045 NA NA 0.44374642640311 "L.dec" "dec" 4.62853958121045 1.07966867915538 1.07966867915538 NA NA 2.72535696393538 4.18479315480734 2.84270967154633 4.1656856230894 1.61304816468563 4.74407240048608 2.05493380487258 4.81552228061413 500 "c05354" 367 0.00794817983736801 "Gauss-probit" 4 1.996399150364 10.8553019365472 10.8553019365472 2.86260750644078 1.25421022968027 0.377303731052006 "GP.bell" "bell" 11.3039540333594 1.0430210236917 0.805558132867995 2.86260750644078 12.1095121662274 1.03785051509829 11.6812577644114 NA 10.1735586300235 0.59841653547869 1.51438281849959 2.1024716094202 Inf 376 "c05358" 382 0.00744318402292165 "exponential" 3 0.0209061610843084 NA 9.82435330439886 1.96826067146532 NA 0.21543420868366 "E.inc.convex" "inc" 9.82435330439886 0.58638493246502 0.58638493246502 NA NA 4.77348306965048 10.0397875130825 NA 10.8067886348388 2.2842694341506 5.75983134913858 Inf Inf 377 "c05369" 432 0.0001700893934592 "exponential" 3 -0.068565412160884 NA 13.4912032758336 2.47703755119834 NA 0.241479790330457 "E.dec.concave" "dec" 13.4912032758336 0.928460034009898 0.928460034009898 NA NA 3.73767599881494 13.2497234855031 NA 12.1420829482502 1.99564960231184 5.31122577799384 Inf Inf 464 "c05377" 463 0.00929087078408397 "linear" 2 -0.090627287337161 NA 8.04761847979495 NA NA 0.258677052514874 "L.dec" "dec" 8.04761847979495 0.600949542332715 0.600949542332715 NA NA 2.8542954348012 7.78894142728008 NA 7.24285663181546 1.8313639758971 4.84982200128428 6.2833564109416 Inf 500 "c05385" 497 5.70164558586445e-05 "exponential" 3 -0.169725474798283 NA 12.4697768180595 3.35995177473385 NA 0.268688590791866 "E.dec.concave" "dec" 12.4697768180595 1.05163725762928 1.05163725762928 NA NA 3.18853221421018 12.2010882272676 NA 11.2227991362535 1.61923981484175 4.82095800318159 6.44686140968786 Inf 483 "c05401" 565 0.00924243790397051 "linear" 2 -0.0864547462408195 NA 11.1166215889598 NA NA 0.2410940778693 "L.dec" "dec" 11.1166215889598 0.573281422322873 0.573281422322873 NA NA 2.78867370910712 10.8755275110905 NA 10.0049594300638 1.75515627744018 4.94228716493861 Inf Inf 500 "c05417" 633 9.28096192962931e-05 "exponential" 3 -0.00311223663342882 NA 8.80017868457902 1.0569847194076 NA 0.448959511896103 "E.dec.concave" "dec" 8.80017868457902 1.64741105359382 1.64741105359382 NA NA 5.26219764390409 8.35121917268291 5.96998804572956 7.92016081612111 2.73919695323027 5.61744093926852 4.53729144023403 6.22013780732139 326 "c05559" 1231 0.00103085852635295 "exponential" 3 1.15542028759808 NA 6.80862321833712 -1.75250289080452 NA 0.403032418760257 "E.dec.convex" "dec" 6.80862321833712 1.12914869658648 1.12914869658648 NA NA 0.751766727947455 6.40559079957686 1.55943958360176 6.12776089650341 0.294284037802133 1.969755692808 0.701609286438086 4.10892326661393 482 "c05581" 1323 0.00418779854845206 "linear" 2 0.116961634811304 NA 12.5829044491625 NA NA 0.284597262251287 "L.inc" "inc" 12.5829044491625 0.775572600433758 0.775572600433758 NA NA 2.43325311509566 12.8675017114138 NA 13.8411948940788 1.5734991082884 3.98362027649612 Inf Inf 500 "c05589" 1360 0.00813423848384542 "linear" 2 -0.0628943744450728 NA 9.84204212767684 NA NA 0.147249973755254 "L.dec" "dec" 9.84204212767684 0.417052596945277 0.417052596945277 NA NA 2.34122646189687 9.69479215392158 NA 8.85783791490915 1.45426810911824 3.6196179812593 Inf Inf 500 "c05597" 1392 0.00223283459292358 "exponential" 3 0.0564208566151868 NA 8.69088685136166 2.19015556002016 NA 0.418087026039963 "E.inc.convex" "inc" 8.69088685136166 1.10858070962095 1.10858070962095 NA NA 4.66380341499073 9.10897387740162 6.12697234220117 9.55997553649783 2.28100504051018 5.74319441960866 4.62946529383909 Inf 403 "c05641" 1567 0.00276463620886631 "exponential" 3 -0.000870104250542473 NA 12.9786728967407 0.906252515683548 NA 0.483891488903742 "E.dec.concave" "dec" 12.9786728967407 1.30915680793258 1.30915680793258 NA NA 5.73005291305198 12.4947814078369 6.62315627247922 11.6808056070666 2.74748436104284 5.94809260470359 5.95909053290337 Inf 275 "c05645" 1576 0.000711358784031479 "linear" 2 -0.134852508871005 NA 12.9205515633859 NA NA 0.290309802977433 "L.dec" "dec" 12.9205515633859 0.894206986323631 0.894206986323631 NA NA 2.15279497139451 12.6302417604085 NA 11.6284964070473 1.31584675913414 3.31422757752759 Inf Inf 500 "c05698" 1694 0.000395704686460034 "Gauss-probit" 4 1.0793241670029 7.56774147252348 7.56774147252348 0.995073785048962 -0.756492721579101 0.236267205451364 "GP.U" "U" 7.07316350398077 0.756491813769126 0.494577060732734 0.995073785048962 6.81124875094438 0.711601281161265 6.83689629852941 NA 7.78047985437885 0.295063165703026 3.01999558663775 4.25460270087762 Inf 498 "c05788" 1893 0.0024202512562778 "linear" 2 0.101163935170242 NA 13.459755324754 NA NA 0.276202705341616 "L.inc" "inc" 13.459755324754 0.670818054113877 0.670818054113877 NA NA 2.73024872823316 13.7359580300956 NA 14.8057308572294 1.71920069369474 4.36591944492133 Inf Inf 500 "c05794" 1907 0.000470464341503532 "linear" 2 0.146734480039969 NA 8.89121019945217 NA NA 0.336036576131252 "L.inc" "inc" 8.89121019945217 0.972996337145036 0.972996337145036 NA NA 2.29009961421281 9.22724677558342 6.05938713043472 9.78033121939739 1.40074904896607 3.41224201114672 4.39516702498585 Inf 500 "c05830" 1988 0.00062084177907274 "log-Gauss-probit" 4 0.74974838127153 10.475418338259 10.475418338259 3.55786078276907 0.637567071503532 0.166747972262958 "lGP.bell" "bell" 10.475418338259 0.637567071503533 0.637567071503533 3.55786078276907 11.1129854097625 1.04210775142363 10.6421663105219 NA 9.42787650443306 0.605769251144836 1.52998894970568 Inf Inf 499 "c05903" 2148 0.00437416491801477 "log-Gauss-probit" 4 0.753207922512484 12.1685832045613 12.1685832045613 2.05150783102814 0.74743068988751 0.315968601144142 "lGP.bell" "bell" 12.1685832045613 0.74743068988751 0.74743068988751 2.05150783102814 12.9160138944489 0.763526287415101 12.4845518057055 NA 10.9517248841052 0.322101627219526 1.44645386964864 Inf Inf 491 "c05916" 2177 1.65791761949292e-05 "log-Gauss-probit" 4 0.994158816254895 11.5127292653352 11.5127292653352 2.72470558714292 -2.020049123373 0.527928289404733 "lGP.U" "U" 11.5127292653352 2.020049123373 2.020049123373 2.72470558714292 9.49268014196216 0.534556592574149 10.9848009759304 0.949431147536003 10.3614563388016 0.252985658730015 0.868917541547255 0.596839913972383 1.55520133364056 500 "c05923" 2195 1.05813180544384e-05 "exponential" 3 -2.10749345078715 NA 8.82588136770283 -2.6181633274723 NA 0.497283279661245 "E.inc.concave" "inc" 8.82588136770283 1.94006383072278 1.94006383072278 NA NA 0.704638318316285 9.32316464736407 1.42070903911473 9.70846950447311 0.316202117837165 1.32443149438023 0.720852188818991 2.80392426086119 497 "c05946" 2245 0.00707972123925484 "Gauss-probit" 4 2.36835404608314 11.2206086750669 11.2206086750669 2.37617118895234 -1.71747792171006 0.562392128079607 "GP.U" "U" 10.1823439581899 1.37546627949814 0.696253074665062 2.37617118895234 9.50313075335683 1.48722548812088 9.6199518301103 NA 11.2005783540089 0.681456202456095 6.3611318782913 1.4860686646374 Inf 360 "c05965" 2287 5.38857499924166e-07 "exponential" 3 -0.105179402177942 NA 8.29446821273027 2.34739779710354 NA 0.301894540227981 "E.dec.concave" "dec" 8.29446821273027 1.66794346724947 1.66794346724947 NA NA 3.17679766660309 7.99257367250229 5.12784167129432 7.46502139145724 1.70996575557328 4.59694604487324 4.13779162095933 5.85143419376352 495 "c05970" 2298 0.00234787081908267 "Gauss-probit" 5 3.47172788912966 3.66038849502395 6.08440015318525 3.87148199491338 2.64504523234657 0.508261846576951 "GP.bell" "bell" 7.18383973084206 1.58613009520668 1.07769608603456 2.60220226345268 7.69227374001418 2.56118965586815 7.69210157741901 6.06614274500804 6.46545575775786 0.51980327556234 5.73435608375624 0.917012369625161 6.55460987634412 297 "c05996" 2356 0.000351111433755062 "exponential" 3 0.75018873308091 NA 9.83225049413417 -1.06762941331971 NA 0.237324697756973 "E.dec.convex" "dec" 9.83225049413417 0.748682867043112 0.748682867043112 NA NA 0.406034463189918 9.5949257963772 NA 8.84902544472076 0.149387168205228 1.02073499640992 Inf Inf 483 "c06004" 2373 0.00325339901692627 "exponential" 3 -0.00494173103290672 NA 4.31000400802991 1.1793404572235 NA 0.557583035314937 "E.dec.concave" "dec" 4.31000400802991 1.36202553599325 1.36202553599325 NA NA 5.58384623735005 3.75242097271498 5.28320210144377 3.87900360722692 2.79732650841652 5.9972878281495 2.63793884182347 5.7824389919871 296 "c06045" 2464 0.00931738435909924 "Gauss-probit" 5 2.12534313353641 13.2161620604163 12.1704244853956 3.86462231107525 -1.09778745738821 0.341557347725195 "GP.U" "U" 11.9963519130675 1.12747519997678 0.64829799609133 3.05693442220665 11.517174709182 1.82115282478649 11.6547945653423 NA 13.1959871043742 0.620679397922613 5.10909409155717 Inf Inf 267 "c06059" 2495 0.00162373522890644 "exponential" 3 0.986618848540417 NA 4.9468312978948 -0.753793482676698 NA 0.386460392701116 "E.dec.convex" "dec" 4.9468312978948 0.98646966163063 0.98646966163063 NA NA 0.374703262413669 4.56037090519368 0.524591823777156 4.45214816810532 0.119676464845732 1.04019288827929 0.19534851568731 1.65778480093872 474 "c06077" 2535 0.000271006496310231 "exponential" 3 0.0380239983511184 NA 7.43344904911493 1.81523846116267 NA 0.447554578115922 "E.inc.convex" "inc" 7.43344904911493 1.42927868173599 1.42927868173599 NA NA 4.6236367697451 7.88100362723085 5.48715707733303 8.17679395402642 2.1527853589353 5.57323095720869 3.5379395163609 6.15363072589701 414 "c06078" 2537 0.0069302221149029 "linear" 2 -0.120667280259588 NA 10.802975547408 NA NA 0.320654862696108 "L.dec" "dec" 10.802975547408 0.80014473540133 0.80014473540133 NA NA 2.65734722790048 10.4823206847119 NA 9.72267799266719 1.62816617247202 4.35629446280715 6.40827387336102 Inf 500 "c06085" 2553 1.68029645919949e-05 "exponential" 3 -0.00243067765948836 NA 10.2727202662982 1.07770631992576 NA 0.240515018697663 "E.dec.concave" "dec" 10.2727202662982 1.1401585980168 1.1401585980168 NA NA 4.96247964945541 10.0322052476005 6.51888959833429 9.24544823966837 2.89498554118879 5.38434127315879 6.13383911173979 Inf 335 "c06133" 2659 8.34074996399357e-07 "linear" 2 0.158103680646789 NA 9.59750669233769 NA NA 0.180712194639389 "L.inc" "inc" 9.59750669233769 1.04838550636886 1.04838550636886 NA NA 1.14299802446161 9.77821888697708 6.07038789550951 10.5572573615715 0.777157069167102 1.47626406722273 5.16699202123226 Inf 500 "c06142" 2694 0.00031748577911825 "Gauss-probit" 4 1.56588237972659 7.76338877004841 7.76338877004841 0.241463223998249 0.915855930663657 0.317119281388158 "GP.bell" "bell" 8.66842035320598 0.915633971190782 0.904809623684701 0.241463223998249 8.67924470071206 1.71585813703654 8.35130107181783 4.18881125224995 7.80157831788539 0.934473044546678 2.70145520980177 2.31574469869549 Inf 494 "c06144" 2700 0.00635900510883329 "linear" 2 -0.0960297150913694 NA 10.6641444662401 NA NA 0.259145587435617 "L.dec" "dec" 10.6641444662401 0.636773040770871 0.636773040770871 NA NA 2.69859789950483 10.4049988788045 NA 9.59773001961611 1.62211662419217 4.13117379757401 Inf Inf 500 "c06147" 2713 0.000233180093508707 "exponential" 3 0.0332210996607317 NA 9.02595938058555 1.91553767162944 NA 0.273335494853338 "E.inc.convex" "inc" 9.02595938058555 1.02556300496909 1.02556300496909 NA NA 4.25674072284015 9.29929487543889 6.39451447561337 9.9285553186441 2.13045242639837 5.3390979305488 5.62540950871547 Inf 439 "c06164" 2784 0.000211291735325008 "Gauss-probit" 5 3.55170074248041 6.61008329741575 25.87754281301 0 -11.8133493147273 1.05863155204967 "GP.U" "U" 4.43046374048553 3.12444643684745 2.41609577579223 2.31098880150631 2.01436796469331 0.55852632773373 3.37183218843586 0.214824639734377 3.98741736643698 0.297317935752789 1.3828384576717 0.151027996247055 0.737040244858144 464 "c06201" 2941 0.000862855776301005 "linear" 2 -0.294356711936462 NA 5.08732378015254 NA NA 0.681872726893166 "L.dec" "dec" 5.08732378015254 1.95187935685068 1.95187935685068 NA NA 2.31648438524599 4.40545105325937 1.72828529938555 4.57859140213729 1.53954338549627 3.59055553898698 1.34803546335334 2.64920077111903 500 "c06208" 2970 0.000874272137529304 "linear" 2 0.144010062549152 NA 10.397791363755 NA NA 0.313347196645008 "L.inc" "inc" 10.397791363755 0.954930724763429 0.954930724763429 NA NA 2.17587015169901 10.7111385604 NA 11.4375705001305 1.50483905953212 3.0487558333132 5.43599051241367 Inf 500 "c06258" 3180 0.00334203095469966 "log-Gauss-probit" 4 0.71350237565924 2.88184749886458 2.88184749886458 1.48310862389626 0.931050751370864 0.411401045815 "lGP.bell" "bell" 2.88184749886458 0.931050751370864 0.931050751370864 1.48310862389626 3.81289825023545 0.595851387684133 3.29324854467958 0.497295366004229 3.17003224875104 0.181319691705685 1.00886116070337 0.144550691766246 0.936141167936598 488 "c06303" 3372 0.00019863524165948 "Gauss-probit" 4 2.6641739369282 5.43388599803488 5.43388599803488 2.20288850714884 1.3974511265508 0.275412448519321 "GP.bell" "bell" 6.42671626128688 1.04633236486684 0.641711501568043 2.20288850714884 6.83133712458568 1.02931930556035 6.7021287098062 NA 5.78404463515819 0.523127171274804 5.19582484131693 1.58189313883831 Inf 388 "c06313" 3413 0.000650867085574881 "Gauss-probit" 4 2.5239792304253 6.35986481797359 6.35986481797359 2.12735786711547 -4.10793310271205 1.11545021974696 "GP.U" "U" 3.48008278440593 3.27184239398077 2.04369132483638 2.12735786711547 2.25193171526154 1.53203684460951 2.36463256465897 0.374610395542443 3.13207450596533 0.554297422131213 5.77185584297046 0.247759130363563 0.952284654775951 403 "c06429" 3686 0.00749848856993046 "linear" 2 0.28438273873851 NA 2.54457336076117 NA NA 0.881662152380782 "L.inc" "inc" 2.54457336076117 1.88574194057506 1.88574194057506 NA NA 3.10026605796026 3.42623551314195 0.894770678434499 2.79903069683729 1.79473175934682 5.95202317042688 0.518304034516161 1.90186986698112 500 "c06440" 3711 0.00404723296846027 "Gauss-probit" 4 1.93051947779955 11.5544507874384 11.5544507874384 2.32380719334708 -0.763503586036512 0.238943405641808 "GP.U" "U" 11.1844720728063 0.70013287806988 0.393524871404427 2.32380719334708 10.7909472014019 1.02524556417924 10.9455286671645 NA 12.302919280087 0.55519755341358 5.60841664486266 Inf Inf 439 "c06518" 3887 0.000443422475102303 "exponential" 3 1.28267941405294 NA 10.4291831483295 -2.67960444940738 NA 0.378771701026234 "E.dec.convex" "dec" 10.4291831483295 1.1746841373183 1.1746841373183 NA NA 0.937805803936462 10.0504114473033 4.49386669218686 9.38626483349657 0.410507562059443 2.05332363374646 2.06051124655523 Inf 469 "c06548" 3976 0.000111855687782156 "linear" 2 0.22672795131629 NA 9.6726996513574 NA NA 0.45436857151143 "L.inc" "inc" 9.6726996513574 1.50343304517832 1.50343304517832 NA NA 2.00402539198873 10.1270682228688 4.2662140222243 10.6399696164931 1.12797148471284 3.09110747646232 3.10061531109894 6.03014288114962 500 "c06573" 4086 0.000150827871078709 "log-Gauss-probit" 4 0.70461043071794 8.94975209343843 8.94975209343843 1.70202906012891 -2.0211247425145 0.874570405087851 "lGP.U" "U" 8.94975209343843 2.0211247425145 2.0211247425145 1.70202906012891 6.92862735092393 0.683731045147852 8.07518168835058 0.692432187282347 8.05477688409459 0.257669091818012 1.17233942859548 0.297627277674288 1.22225993976494 488 "c06581" 4119 0.00835631285514216 "Gauss-probit" 4 2.78926032427876 10.1306851476521 10.1306851476521 2.24621469806331 -1.35053251534306 0.387988777232873 "GP.U" "U" 9.15416687711451 0.957998230096731 0.583983985291241 2.24621469806331 8.78015263230902 5.8412828100321 9.54215565434738 NA 10.069583564826 0.658213983442326 6.35515274950357 Inf Inf 328 "c06605" 4218 0.00309551635291117 "linear" 2 -0.0928280189982589 NA 12.2599193873158 NA NA 0.232438045373457 "L.dec" "dec" 12.2599193873158 0.615542593977455 0.615542593977455 NA NA 2.50396429743715 12.0274813419424 NA 11.0339274485843 1.56749156163748 3.98852305252484 Inf Inf 500 "c06637" 4352 0.000497779205302215 "exponential" 3 0.0294055288042159 NA 5.5944775158055 1.74266893433392 NA 0.512951326258149 "E.inc.convex" "inc" 5.5944775158055 1.29175490721022 1.29175490721022 NA NA 5.07942942485644 6.10742884206365 5.22276893595985 6.15392526738605 2.53621645702655 5.9795878512933 2.91953378619758 6.05797465023985 371 "c06700" 4492 0.000117169452592428 "linear" 2 0.291291625020842 NA 6.39530550912999 NA NA 0.537316899295019 "L.inc" "inc" 6.39530550912999 1.9315547655132 1.9315547655132 NA NA 1.84460126258891 6.93262240842501 2.19549927282407 7.03483606004299 1.1194561037859 2.77876118876917 1.66037065969943 3.22084313063391 500 "c06762" 4630 0.00112912416876666 "exponential" 3 0.0257922734987326 NA 5.60993404040505 1.82165587672978 NA 0.325210963096479 "E.inc.convex" "inc" 5.60993404040505 0.956775894987845 0.956775894987845 NA NA 4.75583429434378 5.93514500350153 5.69191802271207 6.17092744444555 2.27138537862465 5.73585305773634 3.72920785975356 6.33444730444143 385 "c06807" 4733 0.000326032030898745 "linear" 2 -0.109992108788458 NA 14.1180054262624 NA NA 0.213044144570429 "L.dec" "dec" 14.1180054262624 0.729357673376269 0.729357673376269 NA NA 1.93690390080769 13.904961281692 NA 12.7062048836362 1.19845927712569 2.67676222073798 Inf Inf 500 "c06876" 4888 7.52816066499065e-08 "exponential" 3 0.086652060255531 NA 7.46502516421615 1.77931786583882 NA 0.550206923991963 "E.inc.convex" "inc" 7.46502516421615 3.51306254978415 3.51306254978415 NA NA 3.54911186808131 8.01523208820812 4.02716286263956 8.21152768063777 2.1702730375374 4.72990048773088 2.74871700157406 5.10890962304011 476 "c06880" 4897 2.81778346628388e-08 "exponential" 3 -0.117081900205718 NA 7.11319788793496 2.27764913428706 NA 0.305547307668384 "E.dec.concave" "dec" 7.11319788793496 2.03503845893492 2.03503845893492 NA NA 2.92363945705671 6.80765058026658 4.4565040455249 6.40187809914147 1.70642374410638 4.38120009876469 3.59286601831809 5.47855324938133 499 "c06881" 4900 0.00098987202379387 "exponential" 3 0.000389331040618518 NA 9.37794045043954 0.8420820255686 NA 0.388738339683963 "E.inc.convex" "inc" 9.37794045043954 1.02333698633778 1.02333698633778 NA NA 5.81645657487746 9.7666787901235 6.55752070145836 10.3157344954835 2.77164548966439 6.08009882228738 5.52360080493882 Inf 291 "c06884" 4906 0.00961230256871281 "log-Gauss-probit" 4 0.623716429801865 11.5919777878739 11.5919777878739 2.10144013901717 -1.35495206094393 0.532602999863905 "lGP.U" "U" 11.5919777878739 1.35495206094393 1.35495206094393 2.10144013901717 10.23702572693 0.89606310926058 11.05937478801 1.48316749343576 10.4327800090865 0.424888854188047 1.3612369208499 0.950713482704333 Inf 487 "c06943" 5037 0.000485698557096017 "linear" 2 0.12051466520204 NA 10.0143262845812 NA NA 0.279620367071126 "L.inc" "inc" 10.0143262845812 0.799132744954727 0.799132744954727 NA NA 2.32021859416321 10.2939466516523 NA 11.0157589130393 1.35631406604674 3.94824976099016 6.11649532118703 Inf 500 "c06962" 5080 0.00926829920672195 "linear" 2 -0.0726650768602524 NA 17.9024312960475 NA NA 0.178784828864026 "L.dec" "dec" 17.9024312960475 0.481842124660332 0.481842124660332 NA NA 2.46039551032003 17.7236464671834 NA 16.1121881664427 1.51507953592131 3.70872260869246 Inf Inf 500 "c06997" 5158 0.00300116922602178 "Gauss-probit" 4 2.21951272736328 11.0786081850173 11.0786081850173 2.01460837489979 -1.21835254747137 0.425074118420608 "GP.U" "U" 10.2716168519615 1.07826921876774 0.666908004352134 2.01460837489979 9.86025563754594 5.39536903560143 10.6966909703822 NA 11.2987785371577 0.652976533483249 6.22481954144394 6.38502831684382 Inf 422 "c07027" 5226 4.20452635041656e-05 "exponential" 3 -0.0181894478005265 NA 13.9040590351141 1.39871023030022 NA 0.446925673795371 "E.dec.concave" "dec" 13.9040590351141 2.06496322094632 2.06496322094632 NA NA 4.53383992354702 13.4571333613187 6.08369944437674 12.5136531316027 2.68685891774827 5.26312870296266 5.37222961353493 6.37602473384604 399 "c07032" 5237 4.93874780852635e-07 "exponential" 3 -0.00152504048502078 NA 8.51979087421286 0.916183497448753 NA 0.330024974265182 "E.dec.concave" "dec" 8.51979087421286 2.11949849270292 2.11949849270292 NA NA 4.9306776057889 8.18976589994768 5.79699479881486 7.66781178679157 2.77329721813602 5.2734691638558 4.71108427962037 5.96523228190301 307 "c07072" 5328 0.000928562951690934 "exponential" 3 1.75090760842005 NA 6.11839977203804 -2.37149717519337 NA 0.598014947664784 "E.dec.convex" "dec" 6.11839977203804 1.64402131014935 1.64402131014935 NA NA 0.990954154766403 5.52038482437325 1.01956408859291 5.50655979483423 0.38959091478347 2.2272543019443 0.50373256619765 2.25602101414189 465 "c07118" 5428 1.06921424443087e-06 "Gauss-probit" 4 3.20101763968269 13.816221436439 13.816221436439 1.95967846389817 -3.21855344568188 0.395236617485899 "GP.U" "U" 11.1476730730208 2.1088210513595 1.55881596909582 1.95967846389817 10.5976679907571 0.954762243243184 10.7524364555349 5.82281918378344 12.2624403803229 0.431689380793701 4.32458392969614 5.06418511926046 Inf 406 "c07173" 5630 1.17223098972497e-05 "exponential" 3 -0.00308133394891125 NA 15.4179545815486 1.08644443593193 NA 0.296433658537159 "E.dec.concave" "dec" 15.4179545815486 1.37542803747853 1.37542803747853 NA NA 4.97244092729152 15.1215209230115 NA 13.8761591233938 2.96434621546866 5.41487309561525 6.51002994194115 Inf 348 "c07206" 5768 0.000133132042638079 "exponential" 3 0.0115070481500619 NA 11.805577730675 1.35377141396598 NA 0.506589585271293 "E.inc.convex" "inc" 11.805577730675 1.53094375925302 1.53094375925302 NA NA 5.15408129655321 12.3121673159463 6.28215255025049 12.9861355037425 2.7259675901991 5.78547633009653 5.1474407125099 Inf 330 "c07232" 5877 0.00326896722667314 "linear" 2 -0.164978868267272 NA 7.34790361440313 NA NA 0.432292166999915 "L.dec" "dec" 7.34790361440313 1.09397487548028 1.09397487548028 NA NA 2.62028811047235 6.91561144740322 4.45384532672345 6.61311325296282 1.67497503277007 4.26084191837691 3.23024171701107 Inf 500 "c07253" 5968 0.000441243767965435 "Gauss-probit" 4 1.30634594289134 2.82223934566804 2.82223934566804 1.76829354953977 1.69554995616078 0.575029183686142 "GP.bell" "bell" 3.50056087466063 1.6938884355146 1.01722842716819 1.76829354953977 4.51778930182882 0.752721297651806 4.07559005834677 0.461930448137802 3.85061696212669 0.448450355398869 4.37441404276033 0.338148167729976 0.931126927367336 497 "c07259" 5994 0.00863418835460567 "exponential" 3 -0.00223860255964404 NA 13.3150381332628 1.22955446354 NA 0.212799360026174 "E.dec.concave" "dec" 13.3150381332628 0.489950110643781 0.489950110643781 NA NA 5.61287034829941 13.1022387732366 NA 11.9835343199365 2.80885642072221 6.04937963129246 Inf Inf 318 "c07261" 6000 0.00997368713645199 "exponential" 3 -0.662426925794071 NA 9.13111177104962 -2.25350993011123 NA 0.262688115299539 "E.inc.concave" "inc" 9.13111177104962 0.627495412512785 0.627495412512785 NA NA 1.13824536661193 9.39379988634916 NA 10.0442229481546 0.399581964134832 2.79135209877589 Inf Inf 436 "c07263" 6010 0.00617127599744402 "exponential" 3 -0.000303927629916354 NA 10.5378649915597 0.814329038917089 NA 0.454018304960981 "E.dec.concave" "dec" 10.5378649915597 1.0448656425322 1.0448656425322 NA NA 5.95255991291521 10.0838466865988 NA 9.48407849240376 3.19121913285667 6.03309776528898 5.75785543443724 Inf 252 "c07273" 6052 2.55938885758602e-05 "log-Gauss-probit" 5 0.481809531325155 12.2191643803024 13.672422402988 1.32316129308741 -1.10238071677501 0.515963659559947 "lGP.U" "U" 13.672422402988 1.97804635946555 1.97804635946555 1.70474908641673 11.6943760435224 0.667818386091369 13.156458743428 1.01345141471007 12.3051801626892 0.392543619594023 0.896827436415416 0.775539057177255 1.41709104750735 456 "c07325" 6273 0.00387581717323865 "linear" 2 -0.148275314573496 NA 5.63503146419279 NA NA 0.38682014501492 "L.dec" "dec" 5.63503146419279 0.983213610936855 0.983213610936855 NA NA 2.60879665726949 5.24821131917787 3.80038408982747 5.07152831777351 1.68476035385696 4.22991327145779 2.93159641143681 6.14726958006146 500 "c07386" 6531 6.58740068429698e-09 "exponential" 3 1.26141045665565 NA 6.31625067814725 5.08919953134401 NA 0.467257270755141 "E.inc.convex" "inc" 6.31625067814725 3.38077798875702 3.38077798875702 NA NA 1.60371113721654 6.7835079489024 2.06596631756388 6.94787574596198 0.83900191068142 2.44950223679861 1.32450395432602 3.07640731942165 490 "c07443" 6775 0.0023366944750241 "Gauss-probit" 4 2.18588490812085 12.5011239997022 12.5011239997022 2.43972468987482 -0.742687629600254 0.197214297174724 "GP.U" "U" 12.1027441122988 0.624530908309206 0.344307742196859 2.43972468987482 11.758436370102 0.987413974519602 11.9055298151241 NA 13.3130185235287 0.542535704130243 4.8684932977512 Inf Inf 388 "c07492" 6981 0.00104080819251867 "linear" 2 0.0828051660508825 NA 10.0567043094567 NA NA 0.164411091805582 "L.inc" "inc" 10.0567043094567 0.549081056083402 0.549081056083402 NA NA 1.98551732514557 10.2211154012622 NA 11.0623747404023 1.3913945890389 2.76230355735659 Inf Inf 500 "c07529" 7138 0.000751569388791113 "exponential" 3 0.0281112603564369 NA 5.11482119973136 1.40840381175376 NA 1.098554210919 "E.inc.convex" "inc" 5.11482119973136 3.08798709956675 3.08798709956675 NA NA 5.19820357255045 6.21337541065036 4.16133417615604 5.6263033197045 2.38471035957531 5.69500501331739 1.2521208898965 5.01007587715059 345 "c07548" 7221 0.00898988552609222 "linear" 2 -0.120854290871791 NA 8.27120765683228 NA NA 0.383268558305363 "L.dec" "dec" 8.27120765683228 0.801384802770849 0.801384802770849 NA NA 3.17132768344944 7.88793909852691 NA 7.44408689114905 1.82425389095489 5.70052097824426 4.63272480991816 Inf 500 "c07550" 7226 0.00365988521840228 "linear" 2 -0.106509109857266 NA 8.37148009118506 NA NA 0.258203284802572 "L.dec" "dec" 8.37148009118506 0.706261907463531 0.706261907463531 NA NA 2.42423662303247 8.11327680638248 NA 7.53433208206655 1.43162682937342 3.97660758567439 5.88143762015356 Inf 500 "c07590" 7398 0.00989876606678935 "exponential" 3 -0.433281247004469 NA 9.71963241586734 -2.32285229398465 NA 0.139278647261489 "E.inc.concave" "inc" 9.71963241586734 0.408335407809338 0.408335407809338 NA NA 0.900798492180193 9.85891106312883 NA 10.6915956574541 0.40135710889726 1.91750647184699 Inf Inf 466 "c07655" 7634 3.62015449950863e-08 "Gauss-probit" 4 3.2134145080509 11.612904688023 11.612904688023 1.42748390725305 -2.0303575371199 0.218234106492857 "GP.U" "U" 9.77331360620271 1.48311953345377 1.29235307815419 1.42748390725305 9.58254715090312 3.58286097579265 9.99154771269556 5.63303369727442 10.750644966823 0.495471581478846 3.88762103534569 5.04049006549831 6.37398371376144 471 "c07703" 7740 5.33557041841822e-05 "exponential" 3 -0.0991650356096771 NA 9.41540958086946 3.00793897454325 NA 0.201730235344391 "E.dec.concave" "dec" 9.41540958086946 0.799836731445231 0.799836731445231 NA NA 3.3387424132679 9.21367934552507 NA 8.47386862278252 1.5905307178412 4.84552244036701 6.49387691186472 Inf 475 "c07715" 7768 1.87788159301034e-09 "exponential" 3 0.208365903131803 NA 10.3811233143321 3.1733712217238 NA 0.137792408990431 "E.inc.convex" "inc" 10.3811233143321 1.47554043653138 1.47554043653138 NA NA 1.61080493313175 10.5189157233225 5.67646855179733 11.4192356457653 0.912997907427002 2.40195244147205 5.23675863581958 6.030007850796 500 "c07774" 7903 0.00163203552500675 "Gauss-probit" 4 2.81698633973839 12.7646805745169 12.7646805745169 2.02576843191333 1.37773271143859 0.357943389662249 "GP.bell" "bell" 13.8285024890653 1.01564155162431 0.701730754734136 2.02576843191333 14.1424132859555 5.28362569050767 13.4705590994031 NA 12.4456522401588 0.639547531298291 5.75347402435303 Inf Inf 370 "c07797" 7953 0.00910202286206614 "Gauss-probit" 5 5.45632776749819 11.4303586004972 23.7778472906164 0 -10.9292694549029 0.885311556196184 "GP.U" "U" 6.67483349065386 2.00915683951352 1.09166815299939 2.45922361447568 5.58316533765447 1.37128914459215 5.78952193445768 0.911214170699792 6.00735014158848 0.472699621150773 6.13999899579835 0.441645391888917 1.93865307835019 300 "c07806" 7973 0.0027688156979353 "Gauss-probit" 4 1.76044975637922 9.61280070044991 9.61280070044991 2.1615094783997 -1.035516300361 0.355265884721167 "GP.U" "U" 9.12549649013167 0.994259531498077 0.548212090042751 2.1615094783997 8.57728440008891 1.03099151827009 8.7702306054105 NA 10.0380461391448 0.549670970261572 5.68412553024822 1.94698120425783 Inf 459 "c07859" 8092 0.00100707220848442 "Gauss-probit" 4 2.14596347327179 7.69395075581468 7.69395075581468 1.54710021429278 0.666147777830156 0.19149575367454 "GP.bell" "bell" 8.20764995820004 0.625889846257314 0.473441270812518 1.54710021429278 8.36009853364484 4.13356533231408 8.0161542045255 NA 7.38688496238004 0.586788100950425 4.90244579928908 Inf Inf 466 "c07909" 8204 0.00383800095688507 "Gauss-probit" 4 1.73172458549707 8.14476627120227 8.14476627120227 2.72184482400293 1.00673855321957 0.336591377306053 "GP.bell" "bell" 8.43750078768721 0.927963539204123 0.714004036734625 2.72184482400293 9.15150482442184 1.04319356052318 8.77409216499327 NA 7.59375070891849 0.617909599833203 1.62207208672676 1.68512277955036 Inf 411 "c07957" 8310 0.000175280554164368 "Gauss-probit" 4 2.46251347665454 8.32059529374824 8.32059529374824 2.35666116798323 1.61229350509692 0.353254118866221 "GP.bell" "bell" 9.34051030447509 1.25485009592424 0.662471601554167 2.35666116798323 9.93288879884516 0.961317835787433 9.69376442334131 NA 8.40645927402758 0.41247948392901 1.95974161133811 1.80881733820897 Inf 413 "c07981" 8366 0.00834293154425836 "log-Gauss-probit" 4 0.463488596499218 11.9381017317137 11.9381017317137 4.3253241444417 -0.613385859794484 0.231578355967878 "lGP.U" "U" 11.9381017317137 0.613385859794484 0.613385859794484 4.3253241444417 11.3247158719192 2.26495650148349 11.7065233757458 NA 13.131911904885 1.14985124948319 3.05697332242974 Inf Inf 483 "c08058" 8536 0.00202264774224106 "Gauss-probit" 4 1.80257176310946 2.72994768411121 2.72994768411121 1.9418442488512 1.84159836867195 0.67952442880782 "GP.bell" "bell" 3.76079990424571 1.77911960437127 0.968373455833824 1.9418442488512 4.57154605278316 1.24876584013932 4.44032433305353 0.619141565867033 4.13687989467028 0.556598488274315 6.03532386779498 0.368157844496959 4.14270726457322 475 "c08065" 8553 0.000340148775807126 "exponential" 3 -0.0162830794306795 NA 13.0053550767341 1.64803451014979 NA 0.245992393254484 "E.dec.concave" "dec" 13.0053550767341 0.893955999544328 0.893955999544328 NA NA 4.58033102221609 12.7593626834796 NA 11.7048195690607 2.30323194370056 5.52560784360657 Inf Inf 396 "c08131" 8701 0.00167391063057997 "linear" 2 0.18265518507736 NA 4.87217786472976 NA NA 0.435746788082948 "L.inc" "inc" 4.87217786472976 1.21118653224798 1.21118653224798 NA NA 2.38562506669819 5.30792465281271 2.66741831756172 5.35939565120273 1.48802589496699 3.79827823536933 1.85410610662433 4.44109648080038 500 "c08159" 8764 0.00102887582799541 "linear" 2 0.120899338856817 NA 8.64007266304666 NA NA 0.307037058316244 "L.inc" "inc" 8.64007266304666 0.801683515959557 0.801683515959557 NA NA 2.53960907660439 8.9471097213629 NA 9.50407992935133 1.51734694432137 4.19562302837186 5.0701352273455 Inf 500 "c08241" 8948 0.000177748340435192 "Gauss-probit" 4 4.30608584261818 12.7509473700422 12.7509473700422 2.2781947174993 -2.66990527262704 0.248347557095747 "GP.U" "U" 10.4297372107723 1.0680948467748 0.719399733417616 2.2781947174993 10.0810420974152 1.08629871045999 10.1813896536766 NA 11.4727109318496 0.492092320952711 4.77979746844426 Inf Inf 303 "c08251" 8970 3.55600948580041e-07 "exponential" 3 0.310722048344625 NA 8.93102800646741 3.38532703302494 NA 0.348119544628558 "E.inc.convex" "inc" 8.93102800646741 1.89243365576812 1.89243365576812 NA NA 2.54435882924257 9.27914755109597 4.58495275166807 9.82413080711416 1.37232930151041 4.11760615111973 3.39703138914464 5.65972107272269 497 "c08284" 9045 9.18257269883427e-05 "exponential" 3 -0.00634728448925716 NA 10.8334321416218 1.30885542603611 NA 0.289904357707495 "E.dec.concave" "dec" 10.8334321416218 1.0002044432119 1.0002044432119 NA NA 5.03016981519451 10.5435277839144 NA 9.75008892745966 2.67782582995992 5.6571666059736 6.27777320807095 Inf 352 "c08296" 9071 0.000643536898960069 "Gauss-probit" 4 1.76963569084156 14.5173033357365 14.5173033357365 1.82996800195972 -2.93555335638373 1.00890423402517 "GP.U" "U" 12.797479722233 2.86152480447804 1.64579506159782 1.82996800195972 11.5817499793528 1.15351891845406 11.7885754882078 5.27753872485488 14.0772276944563 0.552146135330655 5.27370846657507 0.835070681518134 Inf 480 "c08347" 9186 7.48058968116623e-05 "linear" 2 -0.163598341169813 NA 11.7171638149654 NA NA 0.307230040390635 "L.dec" "dec" 11.7171638149654 1.08482060029703 1.08482060029703 NA NA 1.8779532738155 11.4099337745748 NA 10.5454474334689 1.24814944579954 2.63679716862635 5.82584696371522 Inf 500 "c08408" 9323 0.00143543645592527 "linear" 2 -0.132881801134132 NA 8.27421161774037 NA NA 0.316195412320811 "L.dec" "dec" 8.27421161774037 0.881139223320428 0.881139223320428 NA NA 2.37952382961487 7.95801620541956 6.22674553409186 7.44679045596634 1.54644312884808 3.75633906997421 4.67589009838773 Inf 500 "c08437" 9388 0.00277496546205188 "Gauss-probit" 4 2.50057662981875 15.2527459373239 15.2527459373239 2.38459006808953 -1.0454945224615 0.259088432996891 "GP.U" "U" 14.5892296032305 0.798256698572493 0.416278510204446 2.38459006808953 14.2072514148624 1.13406460717887 14.3301411702336 NA 16.0481525635535 0.571039924198172 5.71201872696873 Inf Inf 385 "c08443" 9400 1.35301753600784e-09 "Gauss-probit" 4 3.82274753037361 18.1439577616664 18.1439577616664 1.21249434451704 -15.6120201361508 1.32195391719797 "GP.U" "U" 3.2978169377854 9.89483472463753 9.12895541236776 1.21249434451704 2.53193762551563 3.2608675761641 4.61977085498337 0.302554564798965 2.96803524400686 0.552901892481845 3.73731774793562 0.170242413737771 1.95894664980573 435 "c08458" 9433 0.00997368713645199 "exponential" 3 -0.581348648055244 NA 13.2475156543993 -1.26176382086354 NA 0.238586445402658 "E.inc.concave" "inc" 13.2475156543993 0.578314262417974 0.578314262417974 NA NA 0.666607162668599 13.486102099802 NA 14.5722672198392 0.249546731711546 1.90260901271557 Inf Inf 477 "c08466" 9451 0.000159345584940715 "exponential" 3 0.000888787012114363 NA 8.32228885130939 0.880599356748552 NA 0.48194682318645 "E.inc.convex" "inc" 8.32228885130939 1.65517849812251 1.65517849812251 NA NA 5.54563952344408 8.80423567449584 6.02600528471257 9.15451773644033 3.01643159923111 5.75824224369485 4.45466791198474 6.20760453533598 266 "c08470" 9462 0.000908353495631812 "exponential" 3 0.00279015653137807 NA 8.43875767591723 1.11562409673021 NA 0.378893917778802 "E.inc.convex" "inc" 8.43875767591723 1.06127937024556 1.06127937024556 NA NA 5.48719214088269 8.81765159369603 6.3760243155599 9.28263344350895 2.59941851483773 5.82394821374847 4.99481049641815 Inf 303 "c08608" 9771 4.92670435909274e-05 "Gauss-probit" 4 2.88748301369481 8.30287062926748 8.30287062926748 2.31898344322539 2.44321151570205 0.377820621761011 "GP.bell" "bell" 10.0725808491046 1.64208030362867 0.968579007763694 2.31898344322539 10.7460821449695 0.852353479842425 10.4504014708656 NA 9.06532276419411 0.445893618358319 1.72538238271114 1.78236937649171 Inf 392 "c08630" 9820 1.4275137620381e-05 "linear" 2 0.542856595007638 NA 3.95809702561596 NA NA 0.87902801291723 "L.inc" "inc" 3.95809702561596 3.59968208149564 3.59968208149564 NA NA 1.61926376321331 4.83712503853319 0.729123872126906 4.35390672817756 1.08136166455506 2.24507422815481 0.537628909153089 1.07841050548243 500 "c08683" 10036 0.00766519068409215 "linear" 2 0.065156827108961 NA 11.6870302676368 NA NA 0.141318413512993 "L.inc" "inc" 11.6870302676368 0.432054920559521 0.432054920559521 NA NA 2.1688964884166 11.8283486811498 NA 12.8557332944005 1.39183398610386 3.29464258316756 Inf Inf 500 "c08689" 10061 0.00785775101585672 "exponential" 3 -0.818573353214966 NA 8.96471396376143 -1.57119943578546 NA 0.369617765974596 "E.inc.concave" "inc" 8.96471396376143 0.806545556598291 0.806545556598291 NA NA 0.943723726816413 9.33433172973603 NA 9.86118536013758 0.334236496320973 3.20749143229937 1.77367150825767 Inf 465 "c08733" 10248 3.32661552799032e-05 "Gauss-probit" 4 3.13753805723701 9.97364558519358 9.97364558519358 2.39403842130628 -4.70162430420184 0.591308622318046 "GP.U" "U" 6.45948746980611 2.81251590099917 1.62504971218479 2.39403842130628 5.27202128099173 0.76015464406526 5.86817884748806 0.84187711269991 5.8135387228255 0.440490026328119 1.23124239054356 0.600531494125432 1.36557040104048 336 "c08742" 10282 0.000834337782320942 "exponential" 3 -0.0400641658442019 NA 9.28537490550116 2.07473698650287 NA 0.277509489304028 "E.dec.concave" "dec" 9.28537490550116 0.938953882945315 0.938953882945315 NA NA 4.295177484218 9.00786541619713 6.60880728899963 8.35683741495104 2.11178192196203 5.45342663866832 5.90754889295237 Inf 440 "c08762" 10368 0.00164188472367813 "exponential" 3 0.0030933767194117 NA 7.54080332299862 1.21733783707324 NA 0.275505575196156 "E.inc.convex" "inc" 7.54080332299862 0.714853354949783 0.714853354949783 NA NA 5.47864112819799 7.81630889819478 NA 8.29488365529849 3.11003882193184 5.91159085871998 5.95974847060116 Inf 317 "c08803" 10541 7.57870706765783e-07 "exponential" 3 0.256882342841194 NA 3.08876722728923 2.23685667161003 NA 0.868901527305503 "E.inc.convex" "inc" 3.08876722728923 4.72242426295505 4.72242426295505 NA NA 3.30521671835345 3.95766875459473 1.76611049433644 3.39764395001815 1.78248613858991 4.59303005092322 0.699759764349136 3.42703631793549 483 "c08806" 10557 0.000231986499020428 "exponential" 3 -0.00139602001883846 NA 11.768884421556 1.04157150389961 NA 0.211134461914815 "E.dec.concave" "dec" 11.768884421556 0.810982955186153 0.810982955186153 NA NA 5.23437601132518 11.5577499596412 NA 10.5919959794004 2.95429135618215 5.58136846295145 Inf Inf 311 "c08837" 10687 0.00546367717460031 "Gauss-probit" 5 5.35745380819963 12.5928332968923 18.4897835223224 0 -4.68777683430745 0.29934990250695 "GP.U" "U" 10.8535315752999 0.774601440391939 0.578223353918409 2.68861758343692 10.2753082213815 0.80437123385897 10.5541816727929 NA 11.9388847328299 0.37037129156916 1.63857207738797 Inf Inf 341 "c08861" 10788 1.30958885114994e-05 "linear" 2 0.324921686149047 NA 7.20946429099694 NA NA 0.568230981385091 "L.inc" "inc" 7.20946429099694 2.15455570085433 2.15455570085433 NA NA 1.74882442634018 7.77769527238203 2.21883136716514 7.93041072009663 1.17691318679129 2.48638357455482 1.70912229700516 3.20727068399924 500 "c08882" 10879 0.0043733743913961 "linear" 2 -0.102711709459475 NA 12.3934822088456 NA NA 0.297634819217821 "L.dec" "dec" 12.3934822088456 0.681081345425781 0.681081345425781 NA NA 2.89776911302652 12.0958473896278 NA 11.154133987961 1.53874807414498 5.2468103253763 Inf Inf 500 "c08946" 11149 0.00136137776016803 "linear" 2 -0.126868755593341 NA 7.60974611303008 NA NA 0.304682192864324 "L.dec" "dec" 7.60974611303008 0.841266718339445 0.841266718339445 NA NA 2.4015542001605 7.30506392016576 5.99812465838476 6.84877150172707 1.53954471360386 3.76115561081767 4.43172742337484 Inf 500 "c08967" 11244 0.00754805623207802 "exponential" 3 0.00650671197669244 NA 9.50833012059829 1.45025639415795 NA 0.296897357430425 "E.inc.convex" "inc" 9.50833012059829 0.62312131695148 0.62312131695148 NA NA 5.57222039983153 9.80522747802871 NA 10.4591631326581 2.78877784110685 6.11328443945322 6.59183907576091 Inf 305 "c08979" 11300 0.00370749881431792 "exponential" 3 0.00174408307065262 NA 3.49388848860052 0.896128441498607 NA 0.995636934193271 "E.inc.convex" "inc" 3.49388848860052 2.85043298836245 2.85043298836245 NA NA 5.68943336080888 4.48952542279379 4.75390395699413 3.84327733746057 2.7389761213761 5.87004815279833 1.07746542412597 5.02280016496705 261 "c08986" 11330 0.00121196787202739 "exponential" 3 0.029617207954962 NA 10.3805204514051 1.80557051357566 NA 0.445186473562774 "E.inc.convex" "inc" 10.3805204514051 1.13585191266281 1.13585191266281 NA NA 5.00963821918539 10.8257069249679 6.47274954428906 11.4185724965456 2.55524599680209 5.83477922520343 5.15535794801709 Inf 384 "c09104" 11625 0.000829971051539191 "linear" 2 0.292198509987908 NA 7.80342974454245 NA NA 0.651708099748187 "L.inc" "inc" 7.80342974454245 1.93756831972982 1.93756831972982 NA NA 2.230360790598 8.45513784429064 2.6705919016717 8.5837727189967 1.55012770819561 3.438442203603 2.00676392588009 4.33196572239657 500 "c09125" 11677 0.00156917164154608 "exponential" 3 0.828474559123571 NA 12.9287490576955 -1.37767994937594 NA 0.297188789782936 "E.dec.convex" "dec" 12.9287490576955 0.821745591098798 0.821745591098798 NA NA 0.612084025231084 12.6315602679126 NA 11.635874151926 0.248851810367407 1.77301897645349 Inf Inf 485 "c09161" 11813 0.00644913616643613 "exponential" 3 0.00410787770878287 NA 11.8262975387925 1.29861193693649 NA 0.233828922194272 "E.inc.convex" "inc" 11.8262975387925 0.673878959981419 0.673878959981419 NA NA 5.2711938551635 12.0601264609868 NA 13.0089272926718 2.72554881566357 5.82442343423601 Inf Inf 335 "c09171" 11859 0.000695621624188241 "exponential" 3 0.00486207115529834 NA 9.87368951729445 1.15036306552068 NA 0.613558152166293 "E.inc.convex" "inc" 9.87368951729445 1.54470619853086 1.54470619853086 NA NA 5.57431854984688 10.4872476694607 6.11819613454677 10.8610584690239 2.67167470749851 6.04752533731313 4.11843052486618 6.54666785996667 291 "c09206" 12014 0.00395285342529427 "exponential" 3 -0.444335608127381 NA 11.6134490389513 -0.620342658104372 NA 0.160794447053364 "E.inc.concave" "inc" 11.6134490389513 0.444325482376046 0.444325482376046 NA NA 0.278672096516155 11.7742434860047 NA 12.7747939428464 0.102773040826699 0.783916897433483 Inf Inf 459 "c09261" 12208 8.34967611819264e-06 "exponential" 3 0.269284423535969 NA 12.6764165635842 3.96246742502202 NA 0.262418816339902 "E.inc.convex" "inc" 12.6764165635842 1.16614653195859 1.16614653195859 NA NA 2.69573536317406 12.9388353799241 NA 13.9440582199426 1.40966584899743 4.46184716542078 6.13764202655018 Inf 486 "c09314" 12339 1.10986432546378e-06 "linear" 2 -0.188739301433258 NA 11.4665407856545 NA NA 0.240726625944383 "L.dec" "dec" 11.4665407856545 1.25153030780394 1.25153030780394 NA NA 1.27544514638096 11.2258141597101 6.07533285255338 10.319886707089 0.897136557843894 1.63646764858205 5.14363633373421 Inf 500 "c09375" 12488 0.00317094966638139 "exponential" 3 0.00323535556673792 NA 11.2386093179773 1.24294772367844 NA 0.288546986117417 "E.inc.convex" "inc" 11.2386093179773 0.667944657828579 0.667944657828579 NA NA 5.59558817980674 11.5271563040947 NA 12.3624702497751 2.7931204101487 5.9690290826939 Inf Inf 307 "c09377" 12493 0.000917091186148655 "Gauss-probit" 4 1.73362532921094 11.6044575319698 11.6044575319698 2.37078275550665 0.843023066096227 0.228493989736391 "GP.bell" "bell" 11.9353940805026 0.801858496562824 0.512086517563437 2.37078275550665 12.447480598066 0.800751369447646 12.1638880702389 NA 10.7418546724523 0.451936548769789 1.35619278232495 Inf Inf 462 "c09437" 12639 0.00035712889143109 "Gauss-probit" 4 1.92876935595092 11.2188706547942 11.2188706547942 1.91583315841499 0.6101410395349 0.158596098908772 "GP.bell" "bell" 11.5914219079522 0.579402037511549 0.341812251134666 1.91583315841499 11.8290116943291 0.900145208266718 11.750018006861 NA 10.432279717157 0.492910968111308 4.8114751109018 Inf Inf 486 "c09456" 12685 8.18346260150236e-05 "exponential" 3 0.00503261963736194 NA 8.3577428545699 1.23034663169568 NA 0.326064806006777 "E.inc.convex" "inc" 8.3577428545699 1.09762516500524 1.09762516500524 NA NA 5.15081174623673 8.68380766057668 6.29743250554091 9.19351714002689 2.7850386916361 5.59478995393498 5.31322616851198 Inf 347 "c09513" 12822 0.000484732069378416 "exponential" 3 1.25530550397394 NA 5.80899882223656 -0.807083137786444 NA 0.419665961428716 "E.dec.convex" "dec" 5.80899882223656 1.25496620440218 1.25496620440218 NA NA 0.328431910538885 5.38933286080785 0.501442778334242 5.22809894001291 0.129130984180748 0.933365654960659 0.215551711158683 1.50805929232173 481 "c09562" 12942 0.0043733743913961 "exponential" 3 -0.00216114894452269 NA 9.91602207450864 1.08203812775437 NA 0.435707769194756 "E.dec.concave" "dec" 9.91602207450864 0.989012608561236 0.989012608561236 NA NA 5.74700702667349 9.48031430531388 NA 8.92441986705778 2.95397704933414 6.12249199044062 5.86209385811093 Inf 282 "c09573" 12970 2.17459392751517e-06 "linear" 2 -0.46507073578802 NA 6.37713375142331 NA NA 0.671311943911295 "L.dec" "dec" 6.37713375142331 3.08388404901036 3.08388404901036 NA NA 1.44346202040388 5.70582180751201 1.3712180235589 5.73942037628098 1.02532440406201 1.92202316191607 1.16453878921855 1.71232229710052 500 "c09598" 13030 0.00236213086431054 "linear" 2 -0.258644119947537 NA 6.19551784615632 NA NA 0.649075100859101 "L.dec" "dec" 6.19551784615632 1.71506915937212 1.71506915937212 NA NA 2.50952970046548 5.54644274529722 2.39538321900108 5.57596606154069 1.51555558876151 4.1284670980092 1.76309457016501 3.83985890688497 500 "c09599" 13034 0.00509217637471806 "linear" 2 0.0979490426145891 NA 11.5983183061402 NA NA 0.245196792023346 "L.inc" "inc" 11.5983183061402 0.64950010157734 0.64950010157734 NA NA 2.50330973614667 11.8435150981635 NA 12.7581501367542 1.49781630702467 4.20063663691041 Inf Inf 500 "c09607" 13052 0.00198352091929712 "linear" 2 -0.123085874420131 NA 9.38928846526387 NA NA 0.313893447902827 "L.dec" "dec" 9.38928846526387 0.816182433279888 0.816182433279888 NA NA 2.55019878911052 9.07539501736104 NA 8.45035961873748 1.46141120503355 4.59886158036064 5.44912797838245 Inf 500 "c09633" 13119 0.00245121566843043 "Gauss-probit" 4 3.41842885617048 10.9148045649785 10.9148045649785 2.48436270705749 -2.78934623065672 0.496686454226738 "GP.U" "U" 8.77284668510891 1.45279410395063 0.805405753163454 2.48436270705749 8.12545833432174 1.3450269667915 8.27616023088218 NA 9.65013135361981 0.618242796728075 5.86791190098073 1.36140307189698 Inf 287 "c09662" 13187 0.00768048569183348 "linear" 2 -0.101568096989866 NA 11.5369317507388 NA NA 0.286963335340564 "L.dec" "dec" 11.5369317507388 0.6734980511398 0.6734980511398 NA NA 2.82532944738737 11.2499684153982 NA 10.3832385756649 1.67750256086999 5.12498905932463 Inf Inf 500 "c09664" 13193 0.000405447967898113 "exponential" 3 0.0320667386136382 NA 7.64206941366123 1.99688396677478 NA 0.291983435071238 "E.inc.convex" "inc" 7.64206941366123 0.855508219300217 0.855508219300217 NA NA 4.61895046520472 7.93405284873246 6.41423818234081 8.40627635502735 2.26344376342266 5.58347261407386 5.19086319443362 Inf 420 "c09667" 13199 0.00434939779360021 "exponential" 3 -0.0355214690684108 NA 13.6080352120992 2.32157668758142 NA 0.235737614522631 "E.dec.concave" "dec" 13.6080352120992 0.58241509537997 0.58241509537997 NA NA 4.71961941584904 13.3722975975766 NA 12.2472316908893 2.47216394081515 5.83849014634059 Inf Inf 375 "c09730" 13354 0.0023366944750241 "exponential" 3 -0.000725953492756701 NA 11.5233287250951 0.873426182132625 NA 0.54421378279753 "E.dec.concave" "dec" 11.5233287250951 1.43822788205437 1.43822788205437 NA NA 5.78290631055573 10.9791149422976 6.4375377719333 10.3709958525856 2.98412615892866 5.89703258970311 5.43621574970581 Inf 298 "c09850" 13648 2.37263977432539e-05 "exponential" 3 -9.25064929617752e-05 NA 8.81903154642149 0.722506679868144 NA 0.172562421811965 "E.dec.concave" "dec" 8.81903154642149 0.89532793547871 0.89532793547871 NA NA 5.44175515585818 8.64646912460952 6.62008564149575 7.93712839177934 3.1464641163007 5.56663680274725 6.35004097300627 Inf 265 "c09874" 13707 0.00952763663453678 "log-Gauss-probit" 4 0.622323865010309 6.13915260946377 6.13915260946377 3.15509816305593 -1.23535586693634 0.465676362613338 "lGP.U" "U" 6.13915260946377 1.23535586693634 1.23535586693634 3.15509816305593 4.90379674252743 1.32275559666048 5.67347624685043 1.51144890673169 5.52523734851739 0.675583369396372 2.17154278429436 0.883026937336642 2.29918523178993 489 "c09918" 13875 0.00832970564358591 "linear" 2 0.0734332615658616 NA 15.596933032304 NA NA 0.183117229337172 "L.inc" "inc" 15.596933032304 0.486935957443229 0.486935957443229 NA NA 2.49365512892185 15.7800502616412 NA 17.1566263355344 1.53615953332622 4.12739338527188 Inf Inf 500 "c09971" 14113 0.00583946818279071 "exponential" 3 -0.0398929320110175 NA 7.16645519320982 1.86767705361159 NA 0.534493061183144 "E.dec.concave" "dec" 7.16645519320982 1.34946755421456 1.34946755421456 NA NA 4.98128607669735 6.63196213202667 5.49574094760444 6.44980967388884 2.44381942205131 5.92633734405972 3.36233570478428 6.2025525526386 377 "c09981" 14159 0.00116328632517334 "Gauss-probit" 4 2.21497686223364 11.7034898494019 11.7034898494019 1.65106642484501 -0.996504498279495 0.332392916498541 "GP.U" "U" 10.9487029597727 0.916919461387165 0.675201852736821 1.65106642484501 10.7069853511224 4.55316271107557 11.2810958762713 NA 12.04357325575 0.668470166079331 5.54348853562607 Inf Inf 444 "c10039" 14416 0.000876428245378238 "linear" 2 0.207370277424743 NA 14.2054781952855 NA NA 0.463991307760317 "L.inc" "inc" 14.2054781952855 1.37507230960347 1.37507230960347 NA NA 2.23750150466334 14.6694695030458 NA 15.626026014814 1.37851704998284 3.38878872333079 4.9577300625928 Inf 500 "c10047" 14450 2.27116978464383e-05 "linear" 2 -0.154802455371091 NA 6.4046203645301 NA NA 0.262448515868622 "L.dec" "dec" 6.4046203645301 1.0264950815657 1.0264950815657 NA NA 1.69537695793961 6.14217184866148 4.13728603281971 5.76415832807709 1.10547716937421 2.39122970756516 3.34815666858909 5.56215674030192 500 "c10057" 14495 0.00339046919923272 "exponential" 3 0.02415378905166 NA 12.7384191226166 1.6671166008821 NA 0.51466167682065 "E.inc.convex" "inc" 12.7384191226166 1.26529161974742 1.26529161974742 NA NA 5.17628348854984 13.2530807994373 NA 14.0122610348783 2.57284026140265 6.06352161175981 5.59601376510237 Inf 366 "c10066" 14533 0.00134769163894857 "exponential" 3 -0.938933170403478 NA 7.62780412191336 -2.01280758520378 NA 0.320544374678206 "E.inc.concave" "inc" 7.62780412191336 0.904107980202163 0.904107980202163 NA NA 0.840602645856185 7.94834849659156 3.36821760546466 8.39058453410469 0.351819930278438 1.91205918729975 1.3728312165922 Inf 473 "c10088" 14635 0.00378045920835793 "linear" 2 -0.086246459110338 NA 18.4632293687694 NA NA 0.202474980385769 "L.dec" "dec" 18.4632293687694 0.571900270360651 0.571900270360651 NA NA 2.34763238368704 18.2607543883836 NA 16.6169064318925 1.55051251760088 3.52950517532536 Inf Inf 500 "c10125" 14799 0.00160867931616358 "Gauss-probit" 4 2.86797413447434 11.7480224834767 11.7480224834767 2.39883008182576 -1.64511855456087 0.34020977771081 "GP.U" "U" 10.588493946189 1.09133512551379 0.605745108240697 2.39883008182576 10.1029039289159 1.16509593117466 10.2482841684782 NA 11.6473433408079 0.59290513234453 5.30008117862917 Inf Inf 336 "c10155" 14932 5.25723201626784e-06 "exponential" 3 0.28633662292147 NA 5.8879507535869 3.33581994557048 NA 0.440222498239461 "E.inc.convex" "inc" 5.8879507535869 1.80380110811108 1.80380110811108 NA NA 3.10615453277856 6.32817325182636 3.72679894355583 6.47674582894559 1.49174316078734 4.69413631928351 2.09106903810096 5.21544050217064 488 "c10163" 14967 0.0046673709382589 "linear" 2 0.119582434427965 NA 9.39076565697809 NA NA 0.352513841184196 "L.inc" "inc" 9.39076565697809 0.792951122691836 0.792951122691836 NA NA 2.9478730958312 9.74327949816228 NA 10.3298422226759 1.7533251902912 5.06134487942242 5.43564304547499 Inf 500 "c10174" 15016 5.73228158716614e-07 "exponential" 3 0.0580096695273625 NA 8.1222079155383 2.06622461069722 NA 0.242980278476498 "E.inc.convex" "inc" 8.1222079155383 1.37831748738698 1.37831748738698 NA NA 3.40197095887685 8.36518819401479 5.59564279441352 8.93442870709213 1.84510473539919 4.77863254133237 4.65445976586211 6.170193795911 495 "c10212" 15181 0.00412461956486861 "linear" 2 -0.0962990109110135 NA 11.0728164207577 NA NA 0.243794524583676 "L.dec" "dec" 11.0728164207577 0.638558741350931 0.638558741350931 NA NA 2.53164100313509 10.829021896174 NA 9.96553477868195 1.51264066817258 4.57298927642854 Inf Inf 500 "c10229" 15259 0.0006113675109905 "Gauss-probit" 4 2.7110755346637 12.567362276377 12.567362276377 2.0444975389623 -2.69338061211362 0.70145769756612 "GP.U" "U" 10.5405936043307 2.04949688658221 1.38288494651485 2.0444975389623 9.87398166426334 5.27318246204897 11.2420513018968 5.9137826325085 11.5946529647638 0.625081233154309 5.70689933024623 1.32708671057039 Inf 384 "c10238" 15302 0.00122850085557094 "exponential" 3 -1.79377487365815 NA 4.47511851060598 -1.37004994967588 NA 0.658557481802832 "E.inc.concave" "inc" 4.47511851060598 1.77959096648471 1.77959096648471 NA NA 0.626795248895742 5.13367599240881 0.3931901481377 4.92263036166657 0.204617107163477 1.6845814783312 0.139945657932332 1.25689749359992 484 "c10267" 15426 0.00288711394618078 "Gauss-probit" 4 4.95901312616203 13.8799744664971 13.8799744664971 2.55763584011467 -3.05024156069977 0.285030809802945 "GP.U" "U" 11.2095987639541 0.873418048526911 0.493552190370071 2.55763584011467 10.8297329057973 1.31126385382834 10.9245679541512 NA 12.3305586403496 0.608528476578084 5.37417558655879 Inf Inf 264 "c10269" 15440 7.29665847537712e-05 "exponential" 3 1.59247490538862 NA 8.30799535197097 -2.31331648763816 NA 0.424994115372747 "E.dec.convex" "dec" 8.30799535197097 1.50186194595879 1.50186194595879 NA NA 0.718148500877425 7.88300123659823 1.70612686362858 7.47719581677388 0.323568297745759 1.43384264015555 0.971756750838288 3.09730179907178 490 "c10302" 15585 0.00422511577320149 "exponential" 3 0.00661747024788892 NA 10.3737271144333 1.32135385784387 NA 0.467346684339599 "E.inc.convex" "inc" 10.3737271144333 0.993678244542689 0.993678244542689 NA NA 5.64405536162754 10.8410737987729 NA 11.4110998258767 2.93033517974543 6.18108019182448 5.55823991211316 Inf 306 "c10304" 15596 0.00226938922244795 "linear" 2 -0.105621179441838 NA 16.8203564811524 NA NA 0.244655901230298 "L.dec" "dec" 16.8203564811524 0.700374040878824 0.700374040878824 NA NA 2.31635267209853 16.5757005799221 NA 15.1383208330371 1.51510805516729 3.73927148578538 Inf Inf 500 "c10311" 15626 0.00101692760797353 "log-Gauss-probit" 4 0.784565059330657 3.52166043326333 3.52166043326333 1.59257558514814 1.65251934534755 0.711495720039429 "lGP.bell" "bell" 3.52166043326333 1.65251934534755 1.65251934534755 1.59257558514814 5.17417977861088 0.575136942124093 4.23315615330276 0.400807437297289 3.87382647658966 0.18220941058059 1.0969608525904 0.0916995335934046 0.848689502818027 492 "c10345" 15778 0.0030996441707531 "log-Gauss-probit" 4 0.890433241252608 11.1141356808872 11.1141356808872 3.07407206255689 -0.595024620931925 0.205110333666864 "lGP.U" "U" 11.1141356808872 0.595024620931925 0.595024620931925 3.07407206255689 10.5191110599552 0.838144928452941 10.9090253472203 NA 12.2255492489759 0.37518670153057 1.57158117189348 Inf Inf 493 "c10386" 15957 0.00362512513245114 "linear" 2 0.21990889730968 NA 6.99116647394499 NA NA 0.689428278391483 "L.inc" "inc" 6.99116647394499 1.45821589806049 1.45821589806049 NA NA 3.13506314126353 7.68059475233647 3.17911942603209 7.69028312133949 1.9255552522026 5.65178871934676 2.14684961655533 6.07287230282278 500 "c10390" 15976 0.000204562145207718 "Gauss-probit" 4 0.919528541439714 6.43399002781919 6.43399002781919 1.21893422739103 -1.20224860779884 0.394404297349039 "GP.U" "U" 5.93462823295488 1.20224857168238 0.702886812934532 1.21893422739103 5.23174142002035 0.510831751269375 5.54022393560584 0.817225564621406 5.34116540965939 0.320505369139751 2.77011759265502 0.558839038687761 Inf 497 "c10413" 16075 0.000349859041137064 "linear" 2 0.113554834194679 NA 8.66755173212915 NA NA 0.237851196238584 "L.inc" "inc" 8.66755173212915 0.752982105544914 0.752982105544914 NA NA 2.09459331190437 8.90540292836774 NA 9.53430690534207 1.36558810167466 3.027709828087 5.76250309641769 Inf 500 "c10419" 16107 0.00412161651330927 "Gauss-probit" 4 5.13723654617821 8.86834812215613 8.86834812215613 2.25543627990956 -6.37179843327682 0.765031055126795 "GP.U" "U" 3.08197859934675 1.93844811485127 1.35301920438383 2.25543627990956 2.49654968887932 5.80113559612699 3.84700965447355 0.723126896676609 2.77378073941208 0.65667377621328 6.29021762051265 0.373623233589635 3.38797086180286 271 "c10499" 16461 1.25621609654703e-07 "Gauss-probit" 4 2.06254797661026 11.8312796930505 11.8312796930505 2.012763364362 -2.1716042303267 0.354293722089121 "GP.U" "U" 10.4823488701934 1.99455057424799 1.17187716677842 2.012763364362 9.65967546272383 0.575056306597698 10.1280551481043 6.11420172002782 11.5305837572127 0.337319366783581 0.919797463471316 1.50805897192195 Inf 499 "c10511" 16512 0.00714594831848862 "linear" 2 0.17476550874979 NA 6.92473470304477 NA NA 0.539354480864139 "L.inc" "inc" 6.92473470304477 1.15887008851986 1.15887008851986 NA NA 3.08616090624796 7.46408918390891 3.96230054350074 7.61720817334925 1.89109989607622 5.34032617221186 2.5912059227852 Inf 500 "c10532" 16606 0.000788757533751149 "exponential" 3 0.086335622655989 NA 5.11073688267089 2.32735239096171 NA 0.491909391028024 "E.inc.convex" "inc" 5.11073688267089 1.40496299417203 1.40496299417203 NA NA 4.42605494935392 5.60264627369892 4.50193783987987 5.62181057093798 2.21981341676355 5.65682186910361 2.43412163177106 5.69653970148585 431 "c10607" 16795 0.000212935672393953 "Gauss-probit" 4 2.82138293138778 14.3133365864647 14.3133365864647 2.04019086233542 -2.28741800792021 0.477118670007508 "GP.U" "U" 12.5521736588271 1.67868926425413 1.15243418397157 2.04019086233542 12.0259185785445 1.45223173373922 12.0750549888196 NA 13.8073910247098 0.563593165271288 5.26242115609012 5.79515509048596 Inf 385 "c10615" 16816 4.40008066589499e-06 "exponential" 3 0.108438485181925 NA 11.4582463493765 2.65508495323317 NA 0.247608943643089 "E.inc.convex" "inc" 11.4582463493765 1.20927714302038 1.20927714302038 NA NA 3.15657977195253 11.7058552930196 6.49996781958573 12.6040709843141 1.60903328463993 4.70711147067454 5.90604673066468 Inf 494 "c10639" 16875 2.96943446931097e-06 "linear" 2 0.347704824584339 NA 7.1347438785855 NA NA 0.483879135558283 "L.inc" "inc" 7.1347438785855 2.30563069181875 2.30563069181875 NA NA 1.39163768042831 7.61862301414378 2.05195423650353 7.84821826644405 1.00037270189531 1.75805749110537 1.66129577181847 2.6933675809571 500 "c10754" 17155 0.000583363685784417 "exponential" 3 -0.000299588325559029 NA 11.6564744585659 0.80596887456526 NA 0.341637524258772 "E.dec.concave" "dec" 11.6564744585659 1.12074799462397 1.12074799462397 NA NA 5.67399898173043 11.3148369343071 NA 10.4908270127093 3.02457963651681 5.81108924512992 6.14540244847432 Inf 276 "c10891" 17491 0.0075769020769555 "exponential" 3 -0.974615585332907 NA 5.23024620697402 -0.853940040650649 NA 0.44203332077085 "E.inc.concave" "inc" 5.23024620697402 0.974202102414054 0.974202102414054 NA NA 0.51604087561618 5.67227952774487 0.656907293079775 5.75327082767143 0.168780686087585 1.74967586285123 0.213024806772402 2.99471406085699 456 "c10907" 17529 0.00121071663867125 "linear" 2 0.384844759520514 NA 2.48346009829395 NA NA 1.07657905753021 "L.inc" "inc" 2.48346009829395 2.55190560038053 2.55190560038053 NA NA 2.79743722864134 3.56003915582416 0.645314776115997 2.73180610812334 1.61796239167881 4.85123320314737 0.361962529996345 1.25028994416878 500 "c10934" 17597 0.00575304568368002 "exponential" 3 0.00789141996461012 NA 2.85680717441528 1.24032511583584 NA 0.729200674104727 "E.inc.convex" "inc" 2.85680717441528 1.64776861060939 1.64776861060939 NA NA 5.62727660442804 3.58600784852 4.48544638819453 3.1424878918568 2.82669703964929 6.11061358180923 1.28010249488547 5.25093761901319 309 "c10976" 17699 0.00863714493191045 "linear" 2 0.219530671092785 NA 3.73756226071477 NA NA 0.665262108182606 "L.inc" "inc" 3.73756226071477 1.45570788001626 1.45570788001626 NA NA 3.03038343057509 4.40282436889738 1.70252395353681 4.11131848678625 1.69251190335332 5.79862331190601 1.06804010465947 3.38448720525224 500 "c11090" 17977 0.00311124169221086 "exponential" 3 0.000153934332654173 NA 10.9712647057073 0.813657963679463 NA 0.161949644119097 "E.inc.convex" "inc" 10.9712647057073 0.532774353729458 0.532774353729458 NA NA 5.66262386220677 11.1332143498264 NA 12.0683911762781 3.14751109492123 5.77858689918807 Inf Inf 282 "c11168" 18235 0.00194930594729187 "exponential" 3 0.00221432623880092 NA 4.46697238498797 0.931261534615527 NA 1.17808168059068 "E.inc.convex" "inc" 4.46697238498797 2.73691913351968 2.73691913351968 NA NA 5.84699293410193 5.64505406557865 4.94674740816074 4.91366962348676 2.50987504078462 6.10978893434845 1.02066879438127 5.21785493467855 289 "c11210" 18416 0.000795884551636817 "log-Gauss-probit" 4 1.05402951297482 7.70519203736821 7.70519203736821 2.79074002017634 -1.32592499129425 0.460622286958985 "lGP.U" "U" 7.70519203736821 1.32592499129425 1.32592499129425 2.79074002017634 6.37926704607397 0.602637625713138 7.24456975040923 0.930607542550748 6.93467283363139 0.186818626327826 1.25700757912359 0.472633947917503 1.78405230150725 498 "c11233" 18523 0.00460689346612503 "exponential" 3 0.0193438158693296 NA 11.8729553646657 1.69286492857248 NA 0.36955986128013 "E.inc.convex" "inc" 11.8729553646657 0.952700283889223 0.952700283889223 NA NA 5.08021810994763 12.2425152259459 NA 13.0602509011323 2.75999566684071 5.79292463561763 6.33809778783541 Inf 360 "c11334" 18970 0.000879172332076672 "exponential" 3 0.0102005223489678 NA 5.09033449693239 1.52880125798259 NA 0.249854678901639 "E.inc.convex" "inc" 5.09033449693239 0.770213176556415 0.770213176556415 NA NA 4.95095406465099 5.34018917583402 6.00806001257264 5.59936794662562 2.23211655113245 5.70853789437701 4.41195720099146 6.47528100211797 366 "c11382" 19182 0.0047507765911805 "Gauss-probit" 4 1.10358277632794 3.23681691497311 3.23681691497311 1.70997715830179 1.25352462420736 0.472838551160969 "GP.bell" "bell" 3.61420483746409 1.25346431200743 0.876136701716378 1.70997715830179 4.49034153918047 0.737574095551606 4.08704338862506 0.575198956448756 3.9756253212105 0.468881134131672 3.53689558765807 0.412540372279765 2.2564087766814 497 "c11397" 19250 0.00344534750427612 "exponential" 3 0.000240113244327395 NA 11.285198530157 0.776775337970375 NA 0.584887588423657 "E.inc.convex" "inc" 11.285198530157 1.22382074941908 1.22382074941908 NA NA 6.0576628459303 11.8700861185806 6.56803905594989 12.4137183831727 3.13307067006917 6.15736557688636 5.3577292757436 Inf 256 "c11456" 19511 3.75356160190834e-09 "exponential" 3 -0.185392772341202 NA 11.1769599917307 2.54122981562765 NA 0.248732844587391 "E.dec.concave" "dec" 11.1769599917307 2.33417636345773 2.33417636345773 NA NA 2.16222384789766 10.9282271471433 4.95543888942109 10.0592639925576 1.30750373314707 3.08420675221345 4.40805942074096 5.46517103011506 500 "c11462" 19537 0.00977096423047138 "log-Gauss-probit" 4 0.719149364089575 3.31802501688221 3.31802501688221 1.26118504380956 0.899964831827687 0.483484983009383 "lGP.bell" "bell" 3.31802501688221 0.899964831827687 0.899964831827687 1.26118504380956 4.21798984870989 0.565740752867049 3.80150999989159 0.456640010384182 3.64982751857043 0.0714782760012561 1.00119303138747 0.0484980523309155 0.877877249545738 472 "c11480" 19620 0.00516365851810311 "linear" 2 0.190232569780428 NA 2.95778641012101 NA NA 0.542685145031907 "L.inc" "inc" 2.95778641012101 1.26143217021402 1.26143217021402 NA NA 2.85274569784916 3.50047155515291 1.55482650186294 3.25356505113311 1.66602930210518 4.78010241993937 1.00436359680247 2.72095291873893 500 "c11530" 19841 0.00855846648497034 "log-Gauss-probit" 4 1.09926326225419 5.85689622196875 5.85689622196875 1.4500621529633 -1.94608978395723 0.982746049078007 "lGP.U" "U" 5.85689622196875 1.94608978395723 1.94608978395723 1.4500621529633 3.91080643801153 0.401165126859408 4.87415017289075 0.263984000477647 5.27120659977188 0.0126748061931985 1.11587205521798 0.00746145534094915 0.783762949754341 461 "c11558" 19962 0.000591548054096248 "linear" 2 0.122401444893627 NA 10.1316456438495 NA NA 0.287429468962674 "L.inc" "inc" 10.1316456438495 0.81164398108964 0.81164398108964 NA NA 2.34825225480357 10.4190751128122 NA 11.1448102082344 1.4964716458396 3.53114069387663 6.06421452607186 Inf 500 "c11630" 20284 5.95589338914124e-06 "exponential" 3 -0.00366678258956008 NA 6.87718608107107 0.971943221049963 NA 0.65133666407528 "E.dec.concave" "dec" 6.87718608107107 3.36317217449722 3.36317217449722 NA NA 5.0398423562152 6.22584941699579 5.09238259326271 6.18946747296396 3.2907659222823 5.36229689426484 3.47097385644978 5.4352796842774 334 "c11906" 20969 0.000965434649680566 "Gauss-probit" 4 2.29247679281724 11.7948433830629 11.7948433830629 1.88038219002153 -1.72295667384212 0.538377758713926 "GP.U" "U" 10.5640676895444 1.52168463266845 1.02950365234488 1.88038219002153 10.0718867092208 4.97588517843713 11.1024454482583 NA 11.6204744584988 0.575870748064116 5.65023203310484 1.73266615063787 Inf 434 "c11942" 21057 0.00447034445143025 "exponential" 3 0.0015934247620014 NA 6.69150118891038 0.915387007940261 NA 0.992555222682745 "E.inc.convex" "inc" 6.69150118891038 2.22853908576757 2.22853908576757 NA NA 5.89143179185147 7.68405641159312 5.53122711728336 7.36065130780142 3.25243304076417 6.17172616843988 2.14724300741401 5.73719127942986 293 "c11980" 21151 0.000153794157377013 "exponential" 3 0.00182259534992996 NA 5.72773534537657 0.932123495274071 NA 0.649348327559181 "E.inc.convex" "inc" 5.72773534537657 2.237941313417 2.237941313417 NA NA 5.47949790377906 6.37708367293575 5.36288482606467 6.30050887991422 2.81073443569966 5.72698804396339 2.59088816283168 5.69133137581415 300 "c12025" 21260 0.00621066798867934 "log-Gauss-probit" 4 1.96598050270569 4.62943982016299 4.62943982016299 1.35074924096054 -1.86795977812693 0.734279329251176 "lGP.U" "U" 4.62943982016299 1.86795977812693 1.86795977812693 1.35074924096054 2.76148004203607 0.0920033993079882 3.89516049091182 0.0506484174532249 4.16649583814669 0.0069 0.560136893479407 0.0069 0.388746919305634 368 "c12139" 21545 0.00192124298088712 "log-Gauss-probit" 4 1.03054226956094 5.20381605918466 5.20381605918466 1.22995467246656 -0.97385919711857 0.379768874647064 "lGP.U" "U" 5.20381605918466 0.97385919711857 0.97385919711857 1.22995467246656 4.22995686206609 0.299014617449582 4.82404718453759 0.387988535289059 4.68343445326619 0.0321384300813669 0.68401746786946 0.0764931999166965 0.795710790306033 490 "c12244" 22013 0.00560230256484111 "Gauss-probit" 5 4.37484174325866 8.08268673175865 20.7193436472977 0 -9.75410929793267 1.0376853045961 "GP.U" "U" 4.64690589159548 2.43655719004075 1.27452422808642 2.26108552669959 3.37238166350906 1.26378318422014 3.60922058699938 0.448401847286356 4.18221530243593 0.416666698504934 6.06626294506571 0.235166051448828 1.51707971679321 372 "c12260" 22081 8.2458275425498e-06 "exponential" 3 0.135370065774816 NA 4.82842962382609 2.08300075180371 NA 0.732897066760303 "E.inc.convex" "inc" 4.82842962382609 3.13088853292374 3.13088853292374 NA NA 3.87123016733501 5.56132669058639 3.16370496767658 5.3112725862087 2.09802631510075 5.11091372839978 1.45839343455519 4.72901756948028 461 "c12281" 22175 0.00416122140577122 "log-Gauss-probit" 4 0.694881547520994 4.99895941055368 4.99895941055368 1.58213191286669 -1.20900697635453 0.512078278075695 "lGP.U" "U" 4.99895941055368 1.20900697635453 1.20900697635453 1.58213191286669 3.78995243419915 0.636312733760574 4.48688113247798 0.628297323466807 4.49906346949831 0.239823208755502 0.998904723602285 0.284675114861296 1.00442218843569 490 "c12403" 22716 0.00376074962180963 "Gauss-probit" 4 2.21402321260668 14.5772553489998 14.5772553489998 2.29814124909275 -1.59151639155264 0.531194346809875 "GP.U" "U" 13.6486094466538 1.35700492110698 0.69413443190029 2.29814124909275 12.9857389574472 1.37800374346795 13.117415099844 NA 15.0134703913192 0.65235593569886 6.42600919224263 6.45309094354404 Inf 405 "c12506" 23173 7.67171442868512e-05 "exponential" 3 -0.00250983735543748 NA 12.28120837147 1.048045412159 NA 0.31467643576571 "E.dec.concave" "dec" 12.28120837147 1.40170538505071 1.40170538505071 NA NA 5.07177604355285 11.9665319357042 6.49270851646497 11.053087534323 2.8389346771723 5.47975066823602 6.00072255320814 Inf 332 "c12544" 23346 0.0017221050552211 "linear" 2 0.186157526001102 NA 2.47943385433491 NA NA 0.522206154130096 "L.inc" "inc" 2.47943385433491 1.23441055491331 1.23441055491331 NA NA 2.80518421869768 3.00164000846501 1.33190094840444 2.72737723976841 1.63856489097991 5.02035405899291 0.849091854659513 2.70343155488641 500 "c12572" 23468 0.000677375215750622 "exponential" 3 0.0108377115591447 NA 2.68247417668499 1.20622590677601 NA 0.826534619817602 "E.inc.convex" "inc" 2.68247417668499 2.63394380092879 2.63394380092879 NA NA 5.2437498307625 3.50900879650259 3.91840675876163 2.95072159435349 2.72792322738217 5.79430952390854 0.996722114430799 4.80684021360155 351 "c12573" 23471 0.00446739167266569 "linear" 2 -0.243013871657223 NA 5.51486254083233 NA NA 0.65287439575584 "L.dec" "dec" 5.51486254083233 1.61142498295905 1.61142498295905 NA NA 2.68657254544191 4.86198814507649 2.26936121103867 4.96337628674909 1.54861996687969 5.25205947276458 1.70651655442532 4.2029162613209 500 "c12576" 23487 0.00926724674013012 "log-Gauss-probit" 4 1.02135170590746 4.44320647186574 4.44320647186574 1.59560173701745 -2.08016718334696 1.01087059725389 "lGP.U" "U" 4.44320647186574 2.08016718334696 2.08016718334696 1.59560173701745 2.36303928851878 0.46777582627895 3.43233587461185 0.265186660043806 3.99888582467916 0.0539931497633619 1.24424711025003 0.0143206539364211 0.676869274203416 483 "c12626" 23627 1.48997772808992e-05 "exponential" 3 0.00098482783635077 NA 7.84416501087243 0.852855625839615 NA 0.524395855942504 "E.inc.convex" "inc" 7.84416501087243 2.34337410517198 2.34337410517198 NA NA 5.35543146763747 8.36856086681493 5.69834059807043 8.62858151195967 3.12600938577101 5.53486520743231 4.00334277413625 5.87866972416632 302 "c12705" 23819 0.00993371739276589 "exponential" 3 -1.75156738698628 NA 3.92199967835944 -1.41673468314285 NA 0.806587478567286 "E.inc.concave" "inc" 3.92199967835944 1.73532238728152 1.73532238728152 NA NA 0.874270726512058 4.72858715692673 0.359130310755459 4.31419964619539 0.279968243108654 2.96806209696657 0.123733758471 1.48969178212035 464 "c12781" 24007 0.00104780158994062 "linear" 2 0.482573451356369 NA 2.98372775782046 NA NA 1.23243335143824 "L.inc" "inc" 2.98372775782046 3.19994455594409 3.19994455594409 NA NA 2.55387723459348 4.2161611092587 0.618295049061257 3.28210053360251 1.41586954667815 4.27845189164685 0.347847945991381 1.09064351740542 500 "c12927" 24362 0.000721749864781945 "linear" 2 0.310908757674951 NA 3.2938960035471 NA NA 0.785065902736796 "L.inc" "inc" 3.2938960035471 2.0616359721426 2.0616359721426 NA NA 2.5250684754193 4.0789619062839 1.05944137057433 3.62328560390182 1.47301680042147 4.23904445917464 0.687419859185264 1.82308905762931 500 "c13186" 25095 0.00559880600131906 "exponential" 3 -0.00033550179735041 NA 4.7820339000712 0.786260752607852 NA 0.621381561183204 "E.dec.concave" "dec" 4.7820339000712 1.54262922350416 1.54262922350416 NA NA 5.91630793702349 4.16065233888799 5.71050605601255 4.30383051006408 3.07905724875834 6.0763029021612 2.72472786921781 5.8528389427886 266 "c13226" 25274 0.00954893421077958 "linear" 2 0.232756021372371 NA 2.32446855338782 NA NA 0.74179381910394 "L.inc" "inc" 2.32446855338782 1.54340517772019 1.54340517772019 NA NA 3.18700162827235 3.06626237249176 0.998671716281427 2.5569154087266 1.77475027943752 6.00656661726039 0.546817809227425 2.03771990234381 500 "c13243" 25350 0.00913969221091034 "exponential" 3 -0.608813117712638 NA 8.97416057745551 -0.826323198610951 NA 0.285821326287572 "E.inc.concave" "inc" 8.97416057745551 0.608613867473998 0.608613867473998 NA NA 0.523793421145968 9.25998190374308 NA 9.87157663520106 0.167116399056964 2.26870036105556 3.19328919770365 Inf 456 "c13264" 25440 0.00453433189136461 "linear" 2 0.278437078800718 NA 3.02971062038628 NA NA 0.849701540645832 "L.inc" "inc" 3.02971062038628 1.84631626952756 1.84631626952756 NA NA 3.05168242787799 3.87941216103211 1.0881132044036 3.33268168242491 1.82985255773435 5.24186881951444 0.6519721079466 2.07421720239821 500 "c13270" 25470 0.00526782693416142 "linear" 2 0.143205449949102 NA 6.93178747375669 NA NA 0.376809792262437 "L.inc" "inc" 6.93178747375669 0.949595338612498 0.949595338612498 NA NA 2.63125315689006 7.30859726601913 4.84044949142675 7.62496622113236 1.63151672572228 4.52234677861107 3.36344616072072 Inf 500 "c13277" 25500 0.000266935645977482 "Gauss-probit" 4 2.5944306443033 10.6317326995647 10.6317326995647 1.86111639069726 -1.65856720027462 0.403931994950455 "GP.U" "U" 9.34942909371953 1.35254671502673 0.976283120597323 1.86111639069726 8.97316549929011 4.78636332596627 9.75336108866998 6.44871778227162 10.2843720030915 0.593299617138817 5.23132571146681 5.17647755949384 Inf 423 "c13297" 25589 0.00041311091673442 "exponential" 3 -0.00683244428149722 NA 6.20307662060321 1.30226617101616 NA 0.312436422218327 "E.dec.concave" "dec" 6.20307662060321 1.10478954976498 1.10478954976498 NA NA 5.006368394358 5.89064019838488 5.8855756645156 5.58276895854289 2.66774102780766 5.54824298078793 4.56801393278568 6.26294892661526 357 "c13433" 26190 0.00678442158312915 "linear" 2 0.293826357222264 NA 4.1924064967719 NA NA 0.881095683675374 "L.inc" "inc" 4.1924064967719 1.94836257474083 1.94836257474083 NA NA 2.99869518856292 5.07350218044728 1.42683132187511 4.6116471464491 1.74736322640836 6.26237238437046 0.897923841785637 3.17138797529459 500 "c13456" 26292 0.00420882193679581 "Gauss-probit" 4 1.83793314986809 7.51659994697875 7.51659994697875 2.64568693581681 0.985286291485377 0.353825177060583 "GP.bell" "bell" 7.86622667450036 0.891405561408998 0.635659563963765 2.64568693581681 8.50188623846413 1.13694027462443 8.22005185156095 NA 7.07960400705033 0.66144372761646 1.91590769082274 1.65554030527847 Inf 384 "c13517" 26538 0.000822740643357118 "exponential" 3 0.757107052193808 NA 8.80323669982 -2.41877241991764 NA 0.222485100537972 "E.dec.convex" "dec" 8.80323669982 0.708292358729899 0.708292358729899 NA NA 0.841599274082219 8.58075159928203 NA 7.922913029838 0.353693286299912 1.9728850035818 5.97687784704411 Inf 481 "c13525" 26574 0.00323724574962474 "exponential" 3 -1.12890698106135 NA 6.26781430737729 -1.47994296254068 NA 0.465511879679043 "E.inc.concave" "inc" 6.26781430737729 1.11612000588403 1.11612000588403 NA NA 0.78678863009882 6.73332618705633 1.19898316348322 6.89459573811502 0.27440127351444 2.38799793077668 0.444798465315604 4.10092699597908 470 "c13542" 26650 0.000785298835454125 "exponential" 3 0.00260064546243141 NA 4.1003451271731 0.966586335012281 NA 0.830338800561053 "E.inc.convex" "inc" 4.1003451271731 2.47732768038416 2.47732768038416 NA NA 5.57643111797094 4.93068392773415 4.89750364323284 4.51037963989041 3.04662568460464 5.85999691452601 1.79850498586398 5.3875293248691 268 "c13544" 26660 0.000622243440082117 "Gauss-probit" 5 4.80154420900537 9.86614472629306 28.4097373254961 0 -15.3247078333573 1.156874879421 "GP.U" "U" 3.8132331925373 3.45017374067307 1.7517218548885 2.3178891982459 2.0615113376488 0.949678029176378 2.6563583131163 0.262478804927443 3.43190987328357 0.365801089458645 5.60038897170659 0.166238735916863 0.884864589052508 353 "c13574" 26794 0.00192185817204483 "linear" 2 0.23170657244978 NA 5.28770141057906 NA NA 0.65093913088807 "L.inc" "inc" 5.28770141057906 1.53644628191449 1.53644628191449 NA NA 2.80932527724976 5.93864054146713 2.28206794251601 5.81647155163697 1.52421745579323 4.82855109118826 1.47356463121564 3.99972808429018 500 "c13586" 26847 0.00032121690636973 "linear" 2 -0.256705737740478 NA 4.79063651935083 NA NA 0.566888852469894 "L.dec" "dec" 4.79063651935083 1.70221574695711 1.70221574695711 NA NA 2.20832170507619 4.22374766688093 1.8661976789136 4.31157286741575 1.224077362907 3.33074674371759 1.3693035002525 2.60791073114265 500 "c13596" 26891 0.00201463777978182 "Gauss-probit" 4 2.09434528758868 2.66182731648264 2.66182731648264 1.80819212763812 1.55583221708609 0.591261233467495 "GP.bell" "bell" 3.7335934191127 1.44606329730753 0.961997182851501 1.80819212763812 4.21765953356873 5.01866486931479 3.1423321856452 1.00349298495095 4.10695276102397 0.644673814923101 5.96966959248142 0.448604430824901 4.92435156232862 448 "c13598" 26896 4.9652701575793e-06 "linear" 2 0.295889710647468 NA 4.94076253851526 NA NA 0.47588237946473 "L.inc" "inc" 4.94076253851526 1.96204467130336 1.96204467130336 NA NA 1.60830999639494 5.41664491797999 1.66979869888137 5.43483879236679 1.14264285907285 2.08228844199492 1.3097336899417 2.25148580787691 500 "c13605" 26931 0.00121071663867125 "linear" 2 0.195169930609057 NA 11.7181620338137 NA NA 0.49107176618452 "L.inc" "inc" 11.7181620338137 1.29417180986866 1.29417180986866 NA NA 2.51612410094146 12.2092337999982 6.00408167244075 12.8899782371951 1.48412234716434 4.3165891683341 4.26935771393601 Inf 500 "c13674" 27161 0.00236536810611506 "exponential" 3 -0.607292358633924 NA 6.85519800923468 -0.384887442633707 NA 0.247338810517321 "E.inc.concave" "inc" 6.85519800923468 0.60729233862642 0.60729233862642 NA NA 0.201309730642504 7.10253681975201 NA 7.54071781015815 0.0789759458732356 0.572246613535617 0.56314126516836 Inf 391 "c13764" 27378 0.00447573034210231 "exponential" 3 0.00509382495702256 NA 6.0290059688308 1.19101002278511 NA 0.608859998165256 "E.inc.convex" "inc" 6.0290059688308 1.32841961244631 1.32841961244631 NA NA 5.70718985809108 6.63786596699606 5.69557273280044 6.63190656571388 2.89367417171127 6.1680411860815 3.31581850345814 6.25577583680234 301 "c13825" 27530 0.00703668168816798 "Gauss-probit" 4 2.37517229092044 6.82088717991349 6.82088717991349 2.20458467866704 -1.98229623552085 0.656428586342526 "GP.U" "U" 5.53236250432579 1.63315589086604 0.939384330932895 2.20458467866704 4.83859094439264 1.74136087872881 4.87593391798326 1.29372361109524 4.97912625389321 0.655204115733991 6.21616461393096 0.688726136653693 5.57778631594149 371 "c13918" 27758 0.00313103980128166 "Gauss-probit" 4 2.97803756190757 8.67691103598193 8.67691103598193 2.19716546725219 -1.5856223646616 0.36908022803919 "GP.U" "U" 7.46909939413056 1.06219228835687 0.684381565546643 2.19716546725219 7.09128867132033 1.88423463059579 7.10001916609137 NA 8.21600933354361 0.623198739141616 5.91952358002905 1.69648205125822 Inf 344 "c14005" 27954 0.00615579436292188 "linear" 2 0.421619243777341 NA 2.35306814635204 NA NA 1.29727812836611 "L.inc" "inc" 2.35306814635204 2.79575720548755 2.79575720548755 NA NA 3.07689496509605 3.65034627471814 0.558102643814499 2.58837496098724 1.71979781140305 5.83343659214272 0.292697241915079 1.33848417817116 500 "c14237" 28676 0.00015388876708342 "log-Gauss-probit" 4 0.754100739324404 7.85375188717472 7.85375188717472 3.5301455447251 -1.09088815551527 0.286209832375422 "lGP.U" "U" 7.85375188717472 1.09088815551527 1.09088815551527 3.5301455447251 6.76286373165946 1.02813302360288 7.5675420547993 1.91559147320205 7.06837669845725 0.586180306762763 1.50881435748883 1.40979761344376 2.66486591171195 500 "c14317" 29015 0.00935961246973829 "Gauss-probit" 4 2.73176718783056 5.24300872419411 5.24300872419411 2.52177783939358 1.80884406569458 0.494701728128549 "GP.bell" "bell" 6.42429388599453 1.22532301730163 0.62755890389415 2.52177783939358 7.05185278988868 1.45474031266826 6.91899561412308 NA 5.78186449739508 0.694485046742244 6.33688547364414 0.982263736028945 Inf 312 "c14363" 29213 1.5572089963898e-05 "exponential" 3 0.0225363904978444 NA 16.1210861062046 1.68755917190589 NA 0.255816622340238 "E.inc.convex" "inc" 16.1210861062046 1.12397043757403 1.12397043757403 NA NA 4.24211668570727 16.3769027285448 NA 17.733194716825 2.39865844911009 5.2992828552269 Inf Inf 433 "c14401" 29374 0.00267371775534721 "log-Gauss-probit" 4 0.763173570357304 5.30823983494916 5.30823983494916 3.62704473137884 -1.24471797323123 0.472815414632421 "lGP.U" "U" 5.30823983494916 1.24471797323123 1.24471797323123 3.62704473137884 4.06352186171793 1.25427815596324 4.83542442031674 1.33920388266651 4.77741585145424 0.555918786540491 2.0618667316949 0.697886500032117 2.15628593834636 498 "c14423" 29467 0.00454397182809955 "exponential" 3 -0.0160445527297742 NA 6.93293865995317 1.56757019938852 NA 0.506171930392671 "E.dec.concave" "dec" 6.93293865995317 1.08661794403618 1.08661794403618 NA NA 5.45939683334514 6.4267667295605 5.93946600713211 6.23964479395785 2.8028964990573 6.17220553138849 3.95027609077757 Inf 324 "c14431" 29501 0.00261924777278809 "log-Gauss-probit" 4 0.795531924443277 5.94748576684006 5.94748576684006 2.14641957492183 -1.28183240071496 0.488114429339914 "lGP.U" "U" 5.94748576684006 1.28183240071496 1.28183240071496 2.14641957492183 4.66565336612511 0.710585617609219 5.45937133750015 0.800846908898933 5.35273719015606 0.313316546882547 1.2981207295361 0.454482941389181 1.42042131622352 493 "c14618" 30291 0.00208371190359032 "Gauss-probit" 5 3.71382422356676 16.5075720118283 12.9839301746186 5.05956578487308 -2.41868796877134 0.328944245143785 "GP.U" "U" 12.3326727754298 1.18201735886943 0.7790279657626 2.90110916886875 11.9296833823229 1.83365102843054 12.003728530286 NA 13.5659400529727 0.459063129908347 4.82559414960464 Inf Inf 275 "c15048" 31294 0.00139688938358737 "linear" 2 0.347310769764829 NA 5.24407235165939 NA NA 0.928279355878576 "L.inc" "inc" 5.24407235165939 2.30301771431058 2.30301771431058 NA NA 2.6727629451489 6.17235170753797 1.50990778524094 5.76847958682533 1.63243074751551 4.69813529675267 0.983672357053491 2.85729480298375 500 "c15068" 31336 0.000109340842240273 "linear" 2 0.537496800008029 NA 11.829308587414 NA NA 1.20927918437144 "L.inc" "inc" 11.829308587414 3.56414128085324 3.56414128085324 NA NA 2.24983513269917 13.0385877717855 2.20081470015028 13.0122394461554 1.42463855301783 3.55615432636847 1.53438875822292 3.59780541795465 500 "c15455" 32647 2.2357880721455e-06 "exponential" 3 0.00991501585980174 NA 8.00483044856983 1.29681028218679 NA 0.338271421121272 "E.inc.convex" "inc" 8.00483044856983 1.63816419101449 1.63816419101449 NA NA 4.6149428175983 8.3431018696911 5.71047191462598 8.80531349342681 2.83479705784166 5.26828787528573 4.67547592777409 6.07537027635219 368 "c15478" 32745 0.00695175213244697 "exponential" 3 -0.0137966975034137 NA 8.20949717080399 1.60071094738717 NA 0.432775083282586 "E.dec.concave" "dec" 8.20949717080399 0.854873513939141 0.854873513939141 NA NA 5.56594552309661 7.7767220875214 6.56723477324771 7.38854745372359 2.77632270258868 6.23036724592358 5.2062210072174 Inf 312 "c15572" 33143 0.00707527512258344 "exponential" 3 0.0464367552071407 NA 2.70946059264921 1.85953873909814 NA 0.738350186878413 "E.inc.convex" "inc" 2.70946059264921 1.59615294885298 1.59615294885298 NA NA 5.25751290104643 3.44781077952763 3.57406577195407 2.98040665191413 2.37205969103473 6.21127579500645 1.06163513545548 5.06513930511986 343 "c15719" 33766 0.000388372354847123 "linear" 2 -0.19058281306899 NA 7.50372488559279 NA NA 0.400492881854264 "L.dec" "dec" 7.50372488559279 1.26375463346048 1.26375463346048 NA NA 2.10141132563347 7.10323200373853 3.93725161506377 6.75335239703351 1.2345986643606 3.1105371420753 3.05324809231878 5.64944691146554 500 "c15843" 34290 1.40510287337831e-05 "Gauss-probit" 4 3.06701576856401 2.65827717078698 2.65827717078698 2.67226963014839 4.39311158235259 0.456509455395255 "GP.bell" "bell" 5.66383127445515 2.48325433693512 1.38755747868441 2.67226963014839 7.05138875313957 0.555482916376783 6.12034072985041 0.699204251646143 6.23021440190067 0.346435376098167 0.706118338253269 0.537200768150262 1.00411396994292 332 "c15942" 34598 4.71898977311823e-05 "exponential" 3 -0.0445067510395323 NA 5.26671623758978 1.77424923098663 NA 0.453977829717354 "E.dec.concave" "dec" 5.26671623758978 1.82418958041241 1.82418958041241 NA NA 4.28646508721093 4.81273840787243 4.52799167167456 4.74004461383081 2.16859101884814 5.36525135728184 2.72959715202599 5.53681257861958 440 "c15975" 34674 0.00335686331359326 "exponential" 3 -0.817067221399516 NA 8.20842576932117 -2.07549154587909 NA 0.308062438526804 "E.inc.concave" "inc" 8.20842576932117 0.7835916634494 0.7835916634494 NA NA 0.982255341094377 8.51648820784797 NA 9.02926834625329 0.381334942272323 2.36072724385993 1.91008192372251 Inf 452 "c16309" 35421 0.00570677440088674 "log-Gauss-probit" 4 0.378930107052633 2.8004632812371 2.8004632812371 1.40671357884697 1.89302737247645 0.673736474514684 "lGP.bell" "bell" 2.8004632812371 1.89302737247645 1.89302737247645 1.40671357884697 4.69349065371355 0.815916139464773 3.47419975575179 0.67060277944208 3.08050960936081 0.530757525475469 0.982283412263127 0.378712326968785 0.868154939773792 409 "c16471" 35784 0.00957393769872206 "log-Gauss-probit" 4 0.599171932821178 8.09233800742068 8.09233800742068 3.69817277936895 -1.43288570472523 0.615217393331248 "lGP.U" "U" 8.09233800742068 1.43288570472523 1.43288570472523 3.69817277936895 6.65945230269545 1.69672332298769 7.47712061408943 1.94902072790191 7.28310420667861 0.837832658130337 2.59620355184029 1.18892132993566 3.0268999956012 496 "c16687" 36572 0.000189978912860695 "Gauss-probit" 4 2.44606102291438 6.67074308271575 6.67074308271575 1.81755399873066 -0.851929682760805 0.200081637661339 "GP.U" "U" 6.02432931763736 0.729036507466444 0.523520589784028 1.81755399873066 5.81881339995495 1.54083573869145 5.82424767997602 NA 6.6267622494011 0.540738630056795 5.01932122349618 5.70963119672143 Inf 455 "c16742" 36804 0.000278143335386412 "linear" 2 0.384878419825606 NA 3.35170446671401 NA NA 0.781854454233944 "L.inc" "inc" 3.35170446671401 2.55212880186359 2.55212880186359 NA NA 2.03143230162973 4.13355892094796 0.870847596036358 3.68687491338541 1.29618554712885 3.04464735397353 0.632688924549997 1.42494749233404 500 "c16973" 37787 0.000282559934298231 "Gauss-probit" 4 8.31911780642861 -4.66844844752269 -4.66844844752269 2.73065654341813 14.1086676424535 0.29870979220504 "GP.bell" "bell" 8.70028970624389 1.46845266371097 0.739929488686968 2.73065654341813 9.44021919493085 0.633592887609642 8.99899949844893 NA 7.8302607356195 0.385332551385039 0.863368655031976 1.66508242291199 Inf 250 "c16998" 37888 0.00597346280582796 "exponential" 3 -0.00396525666679507 NA 6.02207240096857 1.08701173586001 NA 0.732591256707709 "E.dec.concave" "dec" 6.02207240096857 1.76434677086273 1.76434677086273 NA NA 5.67900083020007 5.28948114426086 5.46722771285537 5.41986516087172 3.34618578741903 6.01049690564483 3.03889569877923 5.80575329774652 297 "c17138" 38478 0.000792110667331904 "linear" 2 0.196774489338529 NA 15.0002171645117 NA NA 0.538371119143108 "L.inc" "inc" 15.0002171645117 1.30481163880378 1.30481163880378 NA NA 2.73598026325912 15.5385882836548 NA 16.5002388809629 1.43708765805019 4.91378974329025 5.32861784247004 Inf 500 "c17421" 39114 4.2833612254713e-07 "linear" 2 0.365177945679982 NA 6.2089109647929 NA NA 0.470655938732978 "L.inc" "inc" 6.2089109647929 2.42149495780396 2.42149495780396 NA NA 1.28883998691813 6.67956690352588 1.70024259083652 6.82980206127219 0.905326245375557 1.70669760030861 1.36470150174507 2.19682334122648 500 "c17497" 39284 0.00030281154992104 "exponential" 3 -0.0023128306517836 NA 7.17646852655675 1.02384796490657 NA 0.423508520076973 "E.dec.concave" "dec" 7.17646852655675 1.50038854835653 1.50038854835653 NA NA 5.3399279282986 6.75296000647978 5.87762761213962 6.45882167390107 2.75629900140271 5.70065406597146 4.24574069849971 6.1784483160924 301 "c17517" 39327 0.00246149037622887 "exponential" 3 0.000599714107951693 NA 2.78368409016968 0.842990687236376 NA 0.602378131768292 "E.inc.convex" "inc" 2.78368409016968 1.56299006373627 1.56299006373627 NA NA 5.82774861864063 3.38606222193797 5.1779857825966 3.06205249918665 3.04378438055198 6.0023852418616 1.53742007854587 5.43866199676352 280 "c17694" 39843 2.01922674004694e-05 "exponential" 3 -1.82636434234829 NA 8.7976822366973 -1.89356695281959 NA 0.473343090655354 "E.inc.concave" "inc" 8.7976822366973 1.77131521917225 1.77131521917225 NA NA 0.568045917162163 9.27102532735265 1.24447124002538 9.67745046036703 0.253044367616483 1.23273378583772 0.63096977666204 2.74344321303021 494 "c17823" 40393 0.000623817248041239 "exponential" 3 0.000677969014342789 NA 9.58044329762209 0.945640556779396 NA 0.199456028800267 "E.inc.convex" "inc" 9.58044329762209 0.751914900374219 0.751914900374219 NA NA 5.37846383644236 9.77989932642235 NA 10.5384876273843 3.21741886488184 5.69532600383535 6.60129169387776 Inf 283 "c18178" 41738 0.00135732948240896 "linear" 2 0.167746242771683 NA 5.11152949642139 NA NA 0.404440030717323 "L.inc" "inc" 5.11152949642139 1.11232533581903 1.11232533581903 NA NA 2.41102288811202 5.51596952713871 3.04717972335072 5.62268244606353 1.5440541636293 3.98367888709988 2.20802899824043 5.25133902768459 500 "c18301" 42015 1.84828146564004e-06 "exponential" 3 0.156825081341643 NA 8.39960595757824 3.26982040790436 NA 0.213795004676336 "E.inc.convex" "inc" 8.39960595757824 1.034797505367 1.034797505367 NA NA 2.81219746131591 8.61340096225458 6.04722131682006 9.23956655333607 1.42731619179579 4.45211906708655 5.2087231006924 Inf 491 "c18306" 42025 0.00078610696468098 "Gauss-probit" 4 1.68632545051768 6.0977853046808 6.0977853046808 2.18165719932469 -3.11424211107486 1.03760938066936 "GP.U" "U" 4.749125306278 3.01837700452645 1.76558211267206 2.18165719932469 2.98354319360594 0.95109285478489 3.71151592560865 0.437000031769787 4.2742127756502 0.569909517982401 5.74137323548157 0.323578135285344 0.749373985966447 461 "c18315" 42046 0.00316252767709406 "exponential" 3 0.00370748423703317 NA 2.60418481313755 1.05319299708519 NA 0.757477481348146 "E.inc.convex" "inc" 2.60418481313755 2.00740945956319 2.00740945956319 NA NA 5.60775016886662 3.36166229448569 4.49299777496006 2.8646032944513 2.80741209065063 6.05528926561517 1.04401192663095 5.06118381234755 312 "c18523" 42512 0.00257753347222305 "exponential" 3 -1.70647075852347 NA 4.61771614440046 -2.39711904272132 NA 0.621165046801774 "E.inc.concave" "inc" 4.61771614440046 1.59913676817482 1.59913676817482 NA NA 1.08485372476728 5.23888119120223 0.756371372232255 5.0794877588405 0.430414121023352 2.73603366630441 0.304524692839714 2.03630213578897 450 "c18540" 42550 0.00454175113579882 "log-Gauss-probit" 5 0.231401709609798 3.59456321128681 2.77761927226875 1.55551183554621 1.77620498569207 0.503919751478353 "lGP.bell" "bell" 2.77761927226875 2.2144940593025 2.2144940593025 1.62298043962037 4.99211333157126 1.06425028600203 3.2815390237471 0.987142467877371 3.05538119949563 0.60165851569833 1.10937457647817 0.524417704401193 1.02679865443192 251 "c18686" 42975 0.00495677485869654 "linear" 2 0.312693506447339 NA 5.38389325824105 NA NA 0.895867676931006 "L.inc" "inc" 5.38389325824105 2.07347064125231 2.07347064125231 NA NA 2.86500249752349 6.27976093517205 1.7217796811357 5.92228258406515 1.71616519413308 5.01355944641865 1.11383203284135 3.21693182000478 500 "c18794" 43434 0.000396797226053034 "exponential" 3 0.15956024201992 NA 5.00704954410066 2.69585399090595 NA 0.524158631714778 "E.inc.convex" "inc" 5.00704954410066 1.7075076153701 1.7075076153701 NA NA 3.92280530951495 5.53120817581543 3.82870581766004 5.50775449851072 1.98395938029634 5.43335378295923 1.95421075918118 5.52815892167583 462 "c18971" 44188 0.00969673577920888 "exponential" 3 0.0146004736989226 NA 9.16790886095046 1.59762937637885 NA 0.472127148852701 "E.inc.convex" "inc" 9.16790886095046 0.912051957218223 0.912051957218223 NA NA 5.60232816573078 9.64003600980316 NA 10.0846997470455 2.99019524354112 6.37129971122243 5.24121521838121 Inf 319 "c19663" 46063 2.86812622820111e-07 "exponential" 3 0.854764438598786 NA 4.87635540400303 4.47101969797968 NA 0.517822712151192 "E.inc.convex" "inc" 4.87635540400303 2.91185351720359 2.91185351720359 NA NA 2.11759452255202 5.39417811615423 2.01816642561575 5.36399094440334 1.1314452778527 3.46631078102326 1.14675825019766 3.65120140068786 486 "c19738" 46332 0.00657323633379437 "exponential" 3 -0.00023443673452084 NA 8.26253359080817 0.722217200181503 NA 0.96123410838741 "E.dec.concave" "dec" 8.26253359080817 2.27736876824807 2.27736876824807 NA NA 6.00814754168591 7.30129948242076 5.89889290763555 7.43628023172735 2.99251276506823 6.09408833269892 2.95949541786605 5.97217611553025 264 "c20526" 48892 1.46130432428731e-06 "exponential" 3 -0.0397604933859725 NA 11.8824074249322 1.78072520412715 NA 0.317640550858643 "E.dec.concave" "dec" 11.8824074249322 1.60711900158745 1.60711900158745 NA NA 3.91044536315486 11.5647668740736 6.10836704273867 10.694166682439 2.10569740485501 5.19069914955765 5.44955200561469 6.53261554478592 460 "c20633" 49131 0.00449926511406908 "Gauss-probit" 5 5.73664244613587 9.78336465840087 20.101891027208 0 -9.96778433929808 0.751237943839176 "GP.U" "U" 4.97484350350634 1.81418751584404 0.976050065614791 2.36911909437152 4.13670605327709 1.59148426092275 4.22360555966716 0.84689603366935 4.4773591531557 0.401683400846013 5.9865726400065 0.336497847417889 4.31917012439692 276 "c20668" 49255 0.000242324311974044 "linear" 2 0.204138658845265 NA 6.55495887369086 NA NA 0.443848936135837 "L.inc" "inc" 6.55495887369086 1.35364344680295 1.35364344680295 NA NA 2.17425223936771 6.9988078098267 3.21103259459516 7.21045476105995 1.25345803739376 3.26622543420827 2.4043863002511 4.8405299281569 500 "c20694" 49369 0.00356428863487704 "log-Gauss-probit" 4 0.910438790989395 5.64141476387477 5.64141476387477 2.5639492829503 -1.16222010323508 0.457826085032763 "lGP.U" "U" 5.64141476387477 1.16222010323508 1.16222010323508 2.5639492829503 4.47919466063969 0.739936798805222 5.18358867884201 0.858040326110046 5.0772732874873 0.261719016069504 1.53945733423666 0.412274714127759 1.66256923690048 498 "c20714" 49451 0.00020978133680697 "Gauss-probit" 4 1.74373068054998 8.79715280866611 8.79715280866611 0.345028046481247 0.941950307909601 0.305874797974762 "GP.bell" "bell" 9.72084297769571 0.940530805694937 0.922270666814928 0.345028046481247 9.73910311657572 1.9465530599643 9.41496817972095 NA 8.74875867992614 1.00882910545102 2.99084536332619 3.44678773094651 Inf 494 "c20740" 49556 0.00961005773439558 "exponential" 3 0.928490830927256 NA 15.0505248607314 -2.13775743951745 NA 0.383455967346262 "E.dec.convex" "dec" 15.0505248607314 0.886740312501626 0.886740312501626 NA NA 1.13880635418935 14.6670688933851 NA 13.5454723746583 0.406226225514687 3.3299100553012 Inf Inf 457 "c20793" 49770 7.44064813729217e-06 "linear" 2 -0.208180229230458 NA 8.77535314473596 NA NA 0.329570945084594 "L.dec" "dec" 8.77535314473596 1.38044310002716 1.38044310002716 NA NA 1.58310395902079 8.44578219965137 4.2152673081273 7.89781783026237 1.06795376733655 2.20921528986637 3.46847420519022 5.44639130086388 500 "c21005" 50629 0.00809396458340383 "Gauss-probit" 5 5.1031196761769 9.97028829489827 3.68790986241171 0 5.08238653115541 0.401221924296456 "GP.bell" "bell" 11.9114856098104 0.970852562085176 0.605749265380695 2.51653063274929 12.5172348751911 1.03438225852616 12.3127075341069 NA 10.7203370488294 0.417104031773287 1.93259712678132 Inf Inf 330 "c21064" 50762 0.00987896776179656 "exponential" 3 0.848713655488692 NA 16.4610138047538 -1.83186776789029 NA 0.357978306819248 "E.dec.convex" "dec" 16.4610138047538 0.825978348322225 0.825978348322225 NA NA 1.00352808335071 16.1030354979345 NA 14.8149124242784 0.354742503201958 3.32464907849274 Inf Inf 450 "c21327" 51498 7.25583064835039e-06 "exponential" 3 1.489681938775 NA 13.3495350025277 -1.89261975769454 NA 0.342196609616804 "E.dec.convex" "dec" 13.3495350025277 1.44485950761339 1.44485950761339 NA NA 0.493954367697445 13.0073383929109 4.2861144099658 12.014581502275 0.232737911827292 0.889877595513934 2.22713522286327 Inf 496 "c21366" 51578 0.00512504613850027 "exponential" 3 -0.614064212080497 NA 15.6634034351358 -2.02767042489631 NA 0.224972052698248 "E.inc.concave" "inc" 15.6634034351358 0.590731783447312 0.590731783447312 NA NA 0.925192099003792 15.8883754878341 NA 17.2297437786494 0.365464528259827 2.44102584578812 Inf Inf 450 "c21438" 51724 0.00910435943393115 "linear" 2 0.112272065563826 NA 17.0456861239759 NA NA 0.308176526307404 "L.inc" "inc" 17.0456861239759 0.744476066753734 0.744476066753734 NA NA 2.74490831499136 17.3538626502833 NA 18.7502547363735 1.63965480127221 4.81496566425893 Inf Inf 500 "c21442" 51732 7.48058968116623e-05 "exponential" 3 0.000488533985032918 NA 15.5325419479074 0.901062700413665 NA 0.147822500943036 "E.inc.convex" "inc" 15.5325419479074 0.766707294856831 0.766707294856831 NA NA 5.15016613805866 15.6803644488505 NA 17.0857961426982 3.03104810799442 5.42899199154988 Inf Inf 296 "c21452" 51752 7.81028491929872e-07 "exponential" 3 1.42723383760644 NA 12.344658226053 -2.46503171413816 NA 0.25729559602211 "E.dec.convex" "dec" 12.344658226053 1.33035440641306 1.33035440641306 NA NA 0.490016824348464 12.0873626300309 4.93500828069438 11.1101924034477 0.271244077978774 0.829225486329736 2.91506705593229 Inf 497 "c21521" 51888 5.59189950309346e-05 "exponential" 3 0.000466257698807276 NA 15.7385354222061 0.89027708230135 NA 0.159808848293837 "E.inc.convex" "inc" 15.7385354222061 0.800025432810777 0.800025432810777 NA NA 5.19913674227565 15.8983442705 NA 17.3123889644267 2.97458678078347 5.46043158820553 Inf Inf 305