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dgpsi
View on CRAN: Click
here
Download and install dgpsi package within the R console
Install from CRAN:
install.packages("dgpsi")
Install from Github:
library("remotes")
install_github("cran/dgpsi")
Install by package version:
library("remotes")
install_version("dgpsi", "2.5.0")
Attach the package and use:
library("dgpsi")
Maintained by
Deyu Ming
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
https://mingdeyu.github.io/dgpsi-R/ . 10.32614/CRAN.package.dgpsi . https://github.com/mingdeyu/dgpsi-R/issues . https://github.com/mingdeyu/dgpsi-R . https://mingdeyu.github.io/dgpsi-R/ . dgpsi citation info . dgpsi results . dgpsi.pdf . A Quick Guide to dgpsi . dgpsi_2.5.0.tar.gz . dgpsi_2.5.0.zip . dgpsi_2.5.0.zip . dgpsi_2.5.0.zip . dgpsi_2.5.0.tgz . dgpsi_2.5.0.tgz . dgpsi_2.5.0.tgz . dgpsi_2.5.0.tgz . dgpsi archive . https://CRAN.R-project.org/package=dgpsi .
First Published: 2022-09-29
Latest Update: 2023-09-03
Description:
Interface to the 'python' package 'dgpsi' for Gaussian process, deep Gaussian process,
and linked deep Gaussian process emulations of computer models and networks using stochastic imputation (SI).
The implementations follow Ming & Guillas (2021) and
Ming, Williamson, & Guillas (2023) and
Ming & Williamson (2023) . To get started with the package,
see .
How to cite:
Deyu Ming (2022). dgpsi: Interface to 'dgpsi' for Deep and Linked Gaussian Process Emulations. R package version 2.5.0, https://cran.r-project.org/web/packages/dgpsi. Accessed 11 May. 2025.
Previous versions and publish date:
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Other R packages that dgpsi depends,
imports, suggests or enhances
Complete documentation for dgpsi
Functions, R codes and Examples using
the dgpsi R package
Some associated functions: Hetero . NegBin . Poisson . alm . combine . continue . design . dgp . draw . gp . init_py . kernel . lgp . mice . nllik . pack . pei . plot . predict . prune . read . set_imp . set_linked_idx . set_seed . summary . trace_plot . unpack . update . validate . vigf . window . write .
Some associated R codes: alm.R . design.R . dgp.R . draw.R . gp.R . initi_py.R . kernel.R . lgp.R . likelihood.R . mice.R . packing.R . pei.R . plot.R . prediction.R . update.R . utils.R . validation.R . vigf.R . zzz.R . Full dgpsi package functions and examples
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