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Gaussian Processes Modeling


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Documentation for package ‘GPfit’ version 1.0-9

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GPfit-package Gaussian Process Modeling
corr_matrix Power Exponential or Matern Correlation Matrix
fitted.GP Model Predictions from GPfit
GPfit Gaussian Process Modeling
GP_deviance Computes the Deviance of a GP model
GP_fit Gaussian Process Model fitting
plot Plotting GP model fits
plot.GP Plotting GP model fits
predict Model Predictions from GPfit
predict.GP Model Predictions from GPfit
print.GP GP model fit Summary
scale_norm Scale variable into normal range 0, 1
sig_invb Internal tools
summary.GP Summary of GP model fit
context("GP_deviance") test_that("check GP_deviance", { set.seed(6436345) nn <- nrow(mtcars) x1 <- scale_norm(seq_len(nn)) y1 <- mtcars$mpg gp1( beta = 0.9591, X = x1,Y = y1)expect_equalob = gped = 255.131524543349m2cbindmtcars$amscale_norm(disp)gp2c(0.12838786),m2240.003417343703computer_simulatorx) {log(x +) + sin(5 * pi * x}x(0.75221552330601448173198566239922469333762160.4154582557135388595456157677941383566814706382181229336y(<- -1510832795067resxcorlisttype = "mn",nu = 5/2Sys.()[['sys']]Linux"res37.1900808777125tol = 1e-5 else {_truemeric(res) && !a}) context("GP_fit creates GPel"test_("check ",set.seed(643634nnnrowx1seq_len(nnympggp($Xmatrix(x1)Yysig2,5.18897460937510delnuggereshold_parameter2elexponential", pow1.952# Windows 64-bit64428210.0805298#encross-platform434.45455963230017c(-10, ),56.59564703952257e-082# m3#apply[-1], 2,ddncol(m32643761# gp33[-1L, ]rc(4 * dd, 32# r system elapsed 85.04086.37(pcgp3, xnewc(0538, 143),1))$Y_hat, digits20.0295651682648)_dim(gp1)c(32L, 32L)agrep(timecolSums9.35709180932562, 10.345798647, 11.303086601312.211400843214113.0562942737263.8268673814646, 14.5159536597195.1200295235.6388199205316.074806818965943244828278067174391021216.9359251147607.1222219598868528732461497300367m22223.88869784402426, 4.09466947875066,5541779215921, 6.64653872899455.2355546705917.772553723519, 5.987898235360718332877.15146361457878975573066117275194719366676, 8.5981435637468.52881448542984398747647867187224223946407266958635301377305273382939622787880090885435884.443200536175481063221984185470694949017728315.047205279638598336.53820766168947772020583933.06797996246777134365898855834553266519101ions") .GP4523452)x1,gpgp1)yMSE,0)lete_data.1MSEd2d22m222yh20.449581238,319682, 25.490684337917.34963309815.9655147790908.424520879984231.51226588338621.9683394506579.88171515613794389556650465434799300234956450.797256350511.829979013633375, 30.630.7394959554031.4222147355048815.4551635533571551013514436256042123031074123.7995721921327.687240459024917074680336349107176065734981804412s1.5800004465792.3342962561456897540.33211303227.689276680,59146870.810771115847077350273241576489759807671.15117440.31421724192.4479778910593058392623402614140.36699640913139078803875) 2h# input [, 1:3]2 =3#ponse4]gpp3,nn +,9)h(9521204.30785631ms4.0864286965686749750333343063,}) library() GPfit("",or"summarybibentry(bibArticle"title= "{}: An {R} PFitting a to Dministic SOutputsauthorperson("Blake", "MacDoanld"),PritamRanjanHughChipmjournalJof Statalyear "2015volume64number12pages -23url jstatv64/i12/" ) : T:eing V: 1.0-9 As@R:, rolaut, emailugh.c@acadiau.cac(, "cre")Chrisampbellcc@mango-solu.comctb): [aut , [ctb Maintainer:<> Descrip: Aally stpproachf(GP)to a ds. Ims: lhs (>5),tice18-8) Ss L-2 NeedsCompi: no Enco: UTF-8 RoxygenNote: 7.3.2d: 2025-04-12 11:22:51 UTC; max Repository: CRAN Date/3:00:06 Built: R 4.5.0; ;5-26 16:20:3; unix uDof a -pPEM Crix plo Ploits P fromprin S S variinto al range sig_invbInaols #by r2: dt edithandS3method(ed,GP)inrt(. iFrom(graphics,legendinesmat,levelwirefhximinLHS,kmeansm) v (Reledate1) = Chs: * Minor docuand ups. 819-02-07Removed rependencysuite.ver().61-15factored)imprcalcuspeed.Added)helpodimens0,1ts00Housekeepc only: ainst/CITATIONNEWS, inclu rettiveof * coincides pJSS pa(see references0.2-14-09-03fixugc 06-24to) * In,gizP=now defaulhuItivto seleceed,arg _stwas allow-specifii valuiito thoseautomaly12-08-09itial release R )H Rh;Ey t3-A1CDFDDDDD ҂Z MTpJ Tb8CNF[I C*h'YFqxi؋d#(ag&:|T]NFectE+[vf_.6ntR0!-f8m݀P*x\/[)Mr_@iWua-gfh@R04?uXȂYJfuNY~F5sŋވI2qdjl" '#>~c\9˷9ŧA`bG8f&2 ceuhF9hzߙ| w#1: Ͽf+/@7ald2%CXGn7 ׿(udoYPJh \p_-Q#}r֫ӦʽӴsc(wV6? KT "~ض[yDWN & oJ!38Bs41-? BcK+`YoC_74ӧ@ $wzp|#BA>`(T{pl BY'B!RM8էAS3wvKl! G HvH\ `8!EUJ;޴F1*WNfX6;:b]}jNW`G*\–3{8w㞆+ebPA{1Siɉ CSy(9ϱ,I$J/ WpඪZ˼$p|R̽mcRW-{9e9]1:'*L -%#C$82 HqZ/ jHN=[,NVNA pLIK S#/5K|яM FY+ p?=RqG0&ʧKxC9(}0ƅZ 'OAx@;u9VwTsHc128מ,7RlFֆ&+t|ZVđy qE(DkM΍c\Dd>Ͼ?Ys deZ+_o#<^`LxU'E~q ZY$_<Z@]:RJ&IPB-E !S:W ", tĩV .H.7 /ongݎ*b: &Jm+#hy%3XF6eil{l` sSW;\6 ~B€A3 1mcϖ0*D#7Y^/WbPCWu