# Outer Product Regression

## 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