Bayesian treed Gaussian process models


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Documentation for package `tgp' version 1.1-5

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tgp-package The Treed Gaussian Process Model Package
bgp One of Six Bayesian Nonparametric & Nonstationary Regression Models
bgpllm One of Six Bayesian Nonparametric & Nonstationary Regression Models
blm One of Six Bayesian Nonparametric & Nonstationary Regression Models
btgp One of Six Bayesian Nonparametric & Nonstationary Regression Models
btgpllm One of Six Bayesian Nonparametric & Nonstationary Regression Models
btlm One of Six Bayesian Nonparametric & Nonstationary Regression Models
dopt.gp Sequential D-Optimal Design for a Stationary Gaussian Process
exp2d 2-d Exponential Data
exp2d.rand Randomly subsampled 2-d Exponential Data
friedman.1.data First Friedman Dataset
interp.loess Lowess 2-d interpolation onto a uniform grid
plot.tgp Plotting for Treed Gaussian Process Models
tgp Generic interface to treed Gaussian process models
tgp.default.params Default Treed Gaussian Process Model Parameters
tgp.design Sequential Treed D-Optimal Design for Treed Gaussian Process Models
tgp.get.partitions Get partition of data from maximum a' posteriori tree
tgp.trees Plot MAP Treed Gaussian Process Models