Composite Gaussian Process Models
Overview
Fit composite Gaussian process (CGP) models as described in Ba and Joseph (2012) "Composite Gaussian Process Models for Emulating Expensive Functions", Annals of Applied Statistics. The CGP model is capable of approximating complex surfaces that are not second-order stationary. Important functions in this package are CGP, print.CGP, summary.CGP, predict.CGP and plotCGP.
Install
Health
NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc
Maintainer: ‘Shan Ba <shanbatr@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Shan",
family = "Ba",
role = c("aut", "cre"),
email = "shanbatr@gmail.com"),
person(given = c("V.", "Roshan"),
family = "Joseph",
role = "aut"))
as necessary.- NOTE11 OK, 2 NOTENow
- NOTE12 OK, 2 NOTE2026-03-10
Documentation
- Help pages
- 6includes a package overview page
- Examples that run
- 100%5 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 100%
Downloads
Dependencies
Installing CGP adds no packages beyond those that come with R.
Code & Tests
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- 2.1-1Latest
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
- RR 3.3.0 released · 2016-05-03
- RR 3.2.0 released · 2015-04-16
- 2.0-22014-09-21 · diff ↗ ·
removed 1 export
pattern:^[[:alpha:]]+added 3 exports
CGP.default, CGP, plotCGP - RR 3.1.0 released · 2014-04-10
- RR 3.0.0 released · 2013-04-03
Show 2 earlier eventsHide 2 earlier events
- 1.6-22012-08-08
- RR 2.15.0 released · 2012-03-30
Package metadata
- First published
- 2012-08-08
- Total releases
- 3 / 14 yrs
- License
- LGPL-2.1 OSI
- Download size
- 7.8 KB
Cite
Cite this package
Run in R for the authors' preferred citation:
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