Outer Product Regression

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Documentation for package ‘outerbase’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

outerbase-package	outerbase
BFGS_lpdf	BFGS lpdf
BFGS_std	BFGS standard
covf	covariance function class
covf_mat25	Matern covariance function
covf_mat25ang	Matern covariance function with angular transform
covf_mat25pow	Matern covariance function with power transform
gethyp	Get the hyperparameters
getpara	Get the model parameters
listcov	list all covariance functions
loglik_gauss	Gaussian errors, large scale
loglik_gda	Gaussian errors with diagonal adjustment
loglik_std	Gaussian errors
logpr_gauss	Gaussian prior
lpdf	Log probability density function class
lpdf$optcg	Optimization via Conjugate Gradient
lpdf$optnewton	Optimization via Newton's Method
lpdfvec	Vector of 'lpdf' instances
obfit	Outerbase model fit
obpred	Prediction from outerbase
obtest_borehole3d	Three dim borehole example
obtest_borehole8d	Eight dim borehole example
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$tmatmul	Transpose Matrix multiply
outermod	Outer product-type model
outermod$getvar	Get variance of coefficients
outermod$selectterms	Select optimal terms
outermod$updatehyp	Update hyperparameters
predictor	prediction class
Rcpp_covf	covariance function class
Rcpp_covf-class	covariance function class
Rcpp_covf_mat25	Matern covariance function
Rcpp_covf_mat25-class	Matern covariance function
Rcpp_covf_mat25ang	Matern covariance function with angular transform
Rcpp_covf_mat25ang-class	Matern covariance function with angular transform
Rcpp_covf_mat25pow	Matern covariance function with power transform
Rcpp_covf_mat25pow-class	Matern covariance function with power transform
Rcpp_loglik_gauss	Gaussian errors, large scale
Rcpp_loglik_gauss-class	Gaussian errors, large scale
Rcpp_loglik_gda	Gaussian errors with diagonal adjustment
Rcpp_loglik_gda-class	Gaussian errors with diagonal adjustment
Rcpp_loglik_std	Gaussian errors
Rcpp_loglik_std-class	Gaussian errors
Rcpp_logpr_gauss	Gaussian prior
Rcpp_logpr_gauss-class	Gaussian prior
Rcpp_lpdf	Log probability density function class
Rcpp_lpdf-class	Log probability density function class
Rcpp_lpdfvec	Vector of 'lpdf' instances
Rcpp_lpdfvec-class	Vector of 'lpdf' instances
Rcpp_outerbase	Outer product-type basis
Rcpp_outerbase-class	Outer product-type basis
Rcpp_outermod	Outer product-type model
Rcpp_outermod-class	Outer product-type model
Rcpp_predictor	prediction class
Rcpp_predictor-class	prediction class
setcovfs	Set covariance functions
setknot	Set knot points
_PACKAGE	outerbase