CRAN/E | gppm

gppm

Gaussian Process Panel Modeling

Installation

About

Provides an implementation of Gaussian process panel modeling (GPPM). GPPM is described in Karch (2016; doi:10.18452/17641) and Karch, Brandmaier & Voelkle (2018; doi:10.17605/OSF.IO/KVW5Y). Essentially, GPPM is Gaussian process based modeling of longitudinal panel data. 'gppm' also supports regular Gaussian process regression (with a focus on flexible model specification), and multi-task learning.

github.com/karchjd/gppm
Bug report File report

Key Metrics

Version 0.2.0
R ≥ 3.1.0
Published 2018-07-05 2122 days ago
Needs compilation? no
License GPL-3
License File
CRAN checks gppm results

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Maintainer

Maintainer

Julian D. Karch

j.d.karch@fsw.leidenuniv.nl

Authors

Julian D. Karch

aut / cre / cph

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.1.0
Rcpp ≥ 0.12.17

Imports

rstan ≥ 2.17.3
ggplot2 ≥ 2.2.1
MASS ≥ 7.3-49
ggthemes ≥ 3.5.0
mvtnorm ≥ 1.0-8
stats
methods

Suggests

testthat ≥ 2.0.0
knitr ≥ 1.20
rmarkdown ≥ 1.10
roxygen2 ≥ 6.0.1