https://github.com/cran/tgp
Tip revision: f7eeadbc664d088c76b03e7d3c4c3c7744f52d03 authored by Robert B. Gramacy on 21 September 2007, 15:40:29 UTC
version 2.0
version 2.0
Tip revision: f7eeadb
INDEX
blm Bayesian hierarchical linear model
btlm Bayesian treed Linear (CART) model
bgp Bayesian Gaussian process model
bgpllm Bayesian Gaussian process with jumps to the limiting linear model (LLM)
btgp Bayesian treed Gaussian process model
btgpllm Bayesian treed Gaussian process with jumps to the LLM
dopt.gp Sequential D-optimal design for a stationary Gaussian process
exp2d 2-d exponential Data, for examples
exp2d.rand Randomly subsampled 2-d exponential Data, for examples
exp2d.Z Z-values for 2-d exponential Data, for examples
friedman.1.data First Friedman dataset, for examples
interp.loess Loess based interpolation of spatial data onto a regular grid
lhs Latin Hypercube sampling
mapT Plot the MAP partition, or add one to an existing plot
partition Partition data according to the MAP tree
plot.tgp Plotting for treed Gaussian process Models
predict.tgp Prediction for (MAP estimates of) treed GP Models
sens Bayesian Monte Carlo sensitivity analysis for treed GP 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.trees Plot MAP tree for each height encountered by the Markov chain