Project details for r-cran-tgp

Logo r-cran-tgp 2.2-1

by r-cran-robot - February 20, 2009, 00:00:00 CET [ Project Homepage BibTeX Download ]

view (5 today), download ( 0 today ), 1 subscription

Description:

Bayesian treed Gaussian process models: 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. Sequential experimental design and adaptive sampling functions are also provided, including ALM, ALC, and expected improvement. The latter supports derivative-free optimization of noisy black-box functions.

Changes to previous version:

Fetched by r-cran-robot on 2009-05-29 07:16:08.119734

BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Agnostic
Tags: R-Cran
Archive: download here

Other available revisons

Version Changelog Date
2.4-3

Fetched by r-cran-robot on 2012-02-01 00:00:11.834310

February 1, 2012, 00:00:11
2.4-2

Fetched by r-cran-robot on 2011-12-18 08:16:08.689010

April 9, 2011, 08:16:10
2.4-1

Fetched by r-cran-robot on 2011-04-08 08:16:18.650365

March 24, 2011, 08:16:17
2.3-4

Fetched by r-cran-robot on 2010-08-12 12:52:50.335027

August 12, 2010, 12:52:50
2.2-3

Fetched by r-cran-robot on 2009-11-17 07:16:07.459686

July 27, 2009, 07:16:04
2.2-2

Fetched by r-cran-robot on 2009-07-26 07:16:04.133325

May 30, 2009, 07:16:05
2.2-1

Fetched by r-cran-robot on 2009-05-29 07:16:08.119734

February 21, 2009, 07:16:04
2.2

Fetched by r-cran-robot on 2009-02-20 07:16:07.018549

June 24, 2008, 13:38:46

Comments

No one has posted any comments yet. Perhaps you'd like to be the first?

Leave a comment

You must be logged in to post comments.