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Gaussian Processes Modeling


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Documentation for package ‘GPfit’ version 1.0-9

Help Pages

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
@media screen { .container { padding-right: 10px; padding-left: 10px; margin-right: auto; margin-left: auto; max-width: 900px; } } .rimage img { /* from knitr - for examples and demos */ width: 96%; margin-left: 2%; } .katex { font-size: 1.1em; } code { color: inherit; background: inherit; } body { line-height: 1.4; background: white; color: black; } a:link { background: white; color: blue; } a:visited { background: white; color: rgb(50%, 0%, 50%); } h1 { background: white; color: rgb(55%, 55%, 55%); font-family: monospace; font-size: 1.4em; /* x-large; */ text-align: center; } h2 { background: white; color: rgb(40%, 40%, 40%); font-family: monospace; font-size: 1.2em; /* large; */ text-align: center; } h3 { background: white; color: rgb(40%, 40%, 40%); font-family: monospace; font-size: 1.2em; /* large; */ } h4 { background: white; color: rgb(40%, 40%, 40%); font-family: monospace; font-style: italic; font-size: 1.2em; /* large; */ } h5 { background: white; color: rgb(40%, 40%, 40%); font-family: monospace; } h6 { background: white; color: rgb(40%, 40%, 40%); font-family: monospace; font-style: italic; } img.toplogo { width: 4em; vertical-align: middle; } img.arrow { width: 30px; height: 30px; border: 0; } span.acronym { font-size: small; } span.env { font-family: monospace; } span.file { font-family: monospace; } span.option{ font-family: monospace; } span.pkg { font-weight: bold; } span.samp{ font-family: monospace; } div.vignettes a:hover { background: rgb(85%, 85%, 85%); } tr { vertical-align: top; } span.rlang { font-family: Courier New, Courier; color: #666666; } context("GP_deviance") test_that("check GP_deviance", { set.seed(6436345) nn <- nrow(mtcars) x1 <- scale_norm(seq_len(nn)) y1 <- mtcars$mpg gp1 <- GP_deviance( beta = 0.9591, X = x1, Y = y1) expect_equal( object = gp1, expected = 255.131524543349) m2 <- cbind( x1, mtcars$am, scale_norm(mtcars$disp)) gp2 <- GP_deviance( beta = c(0.9591, 0.1283, 0.8786), X = m2, Y = y1) expect_equal( object = gp2, expected = 240.003417343703) computer_simulator <- function(x) { log(x + 0.1) + sin(5 * pi * x) } x <- c(0.752215523306014, 0.481731985662399, 0.224693337621699, 0.415458255713539, 0.88595456157677128341383566814706382181229336)ycomputer_simulator(xbeta-1510832795067resGP_deviance(=,X = xY = ycorlisttype = "mn",nu = 5/2)Sys.()[['sys']]Linux") {expect_equalob =ed = 37.1900808777125tol = 1e-5} else {_truemeric(res) && !a }) context("GP_fit creates GPel"test_("check ",set.seed(643634nnnrow(mtcarsx1(seq_len(nny$mpggp(11)gp1$Xmatrix(x1)Yysig2,5.18897460937510delnuggereshold_parameter2elexponential", pow1.95m2bindamdispgp2m222# Windows 64-bit64428210.0805298#encross-platform434.45455963230017c(-10, ),56.59564703952257e-082# m3#apply[-1], 2,ddncol(m32643761# gp33[-1L, ]rc(4 * dd, 32# r system elapsed 85.04086.37(pcgp3, xnewc(0522538, 143),1))$Y_hat, digits20.0295651682648)_0.959dim(gp1)c(32L, 32L)agrep(timecolSums9.35709180932562, 10.345798647, 11.303086601312.211400843214113.0562942737263.8268673814646, 14.5159536597195.1200295235.6388199205316.074806818965943244828278067174391021216.9359251147607.1222219598868528732461497300367m2c(786)2223.88869784402426, 4.09466947875066,5541779215921, 6.64653872899455.2355546705917.772553723519, 5.987898235360718332877.15146361457878975573066117275194719366676, 8.5981435637468.528814485429843987476478671872985625.13422394640726695867525.5301377305273382939622787880090885435884.443200536175481063221984185470694949017728315.047205279638598336.53820766168947772020583933.06797996246777134365898855834553266519101ions") .GP4523452)x1,gpgp1)yMSE,0)lete_data.1MSEd2d22m222yh20.449581238,319682, 25.490684337917.34963309815.9655147790908.424520879984231.51226588338621.9683394506579.88171515613794389556650465434799300234956450.797256350511.829979013633375, 30.63997394959554031.4222147355048815.4551635533571551013514436256042123031074123.7995721921327.687240459024917074680336349107176065734981804412s1.5800004465792.3342962564456897540.33211303227.689276680,59146870.810771115847077350273241576489759807671.15117440.31421724192.4479778910593058392623402614140.36699640913139078803875) 2h# input [, 1:3]2 =3#ponse4]gpp3,nn +,9)h(9521204.30785631ms4.0864286965686749750333343063,}) library() GPfit("",or"sbibentry(bibArticle"title= "{}: An {R} PFitting a Gaussian Proces to Dministic S Outputsauthorperson("Blake", "MacDoanld"),PritamRanjanHughChipmjournalJof Statalyear "2015volume64number12pages -23url jstatv64/i12/" ) : T: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. 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