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outermod

outermod Rcpp_outermod-class Rcpp_outermod
Outer product-type model
setcovfs
Set covariance functions
setknot
Set knot points
gethyp
Get the hyperparameters
outermod$getvar
Get variance of coefficients
outermod$selectterms
Select optimal terms
outermod$updatehyp
Update hyperparameters

outerbase

outerbase-package _PACKAGE
outerbase
outerbase Rcpp_outerbase-class Rcpp_outerbase
Outer product-type basis
outerbase$build
Builds the outerbase
outerbase$getbase
Get base functions
outerbase$getmat
Get basis matrix
outerbase$matmul
Matrix multiply
outerbase$tmatmul
Transpose Matrix multiply

Statistical models and lpdfs

lpdf Rcpp_lpdf-class Rcpp_lpdf
Log probability density function class
lpdfvec Rcpp_lpdfvec-class Rcpp_lpdfvec
Vector of lpdf instances
getpara
Get the model parameters
lpdf$optcg
Optimization via Conjugate Gradient
lpdf$optnewton
Optimization via Newton's Method

Log-likelihoods

loglik_gauss Rcpp_loglik_gauss-class Rcpp_loglik_gauss
Gaussian errors, large scale
loglik_gda Rcpp_loglik_gda-class Rcpp_loglik_gda
Gaussian errors with diagonal adjustment
loglik_std Rcpp_loglik_std-class Rcpp_loglik_std
Gaussian errors

Log-priors

Covariance Functions

covf Rcpp_covf-class Rcpp_covf
covariance function class

Matern Variations

covf_mat25 Rcpp_covf_mat25-class Rcpp_covf_mat25
Matern covariance function
covf_mat25ang Rcpp_covf_mat25ang-class Rcpp_covf_mat25ang
Matern covariance function with angular transform
covf_mat25pow Rcpp_covf_mat25pow-class Rcpp_covf_mat25pow
Matern covariance function with power transform

Predictions

Fitting

obfit()
Outerbase model fit
obpred()
Prediction from outerbase
listcov()
list all covariance functions

Helpers

BFGS_lpdf()
BFGS lpdf
BFGS_std()
BFGS standard

Test Functions

obtest_borehole3d()
Three dim borehole example
obtest_borehole8d()
Eight dim borehole example