https://github.com/cran/tgp
Revision 80e1597735d81e97c796d89aefee8213d9c1b44d authored by Robert B. Gramacy on 17 April 2008, 18:06:09 UTC, committed by cran-robot on 17 April 2008, 18:06:09 UTC
1 parent c3e1134
Tip revision: 80e1597735d81e97c796d89aefee8213d9c1b44d authored by Robert B. Gramacy on 17 April 2008, 18:06:09 UTC
version 2.1-2
version 2.1-2
Tip revision: 80e1597
DESCRIPTION
Package: tgp
Title: Bayesian treed Gaussian process models
Version: 2.1-2
Date: 2008-4-17
Author: Robert B. Gramacy <rbgramacy@ams.ucsc.edu> and Matt A. Taddy <taddy@ams.ucsc.edu>
Depends: R (>= 2.4)
Suggests: akima, maptree, combinat
Description: Bayesian nonstationary, semiparametric nonlinear regression
and design by treed Gaussian processes with jumps to the limiting
linear model (LLM). Special cases also implemented include Bayesian
linear models, CART, treed linear models, stationary separable and
isotropic Gaussian processes. Provides 1-d and 2-d plotting functions
(with projection and slice capabilities) and tree drawing, designed for
visualization of tgp-class output. Sensitivity analysis and
multi-resolution models are supported, and a limited set of experimental
design and adaptive sampling functions are also provided, including ALM,
ALC, and expected improvement.
Maintainer: Robert B. Gramacy <rbgramacy@ams.ucsc.edu>
License: LGPL
URL: http://www.ams.ucsc.edu/~rbgramacy/tgp.html
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