CRAN/E | GPFDA

GPFDA

Gaussian Process for Functional Data Analysis

Installation

About

Functionalities for modelling functional data with multidimensional inputs, multivariate functional data, and non-separable and/or non-stationary covariance structure of function-valued processes. In addition, there are functionalities for functional regression models where the mean function depends on scalar and/or functional covariates and the covariance structure depends on functional covariates. The development version of the package can be found on .

Key Metrics

Version 3.1.3
R ≥ 3.6
Published 2023-09-10 228 days ago
Needs compilation? yes
License GPL-3
CRAN checks GPFDA results

Downloads

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Maintainer

Maintainer

Evandro Konzen

gpfda.r@gmail.com

Authors

Jian Qing Shi
Yafeng Cheng
Evandro Konzen

Material

Reference manual
Package source

In Views

FunctionalData

Vignettes

co2
gpfr
gpr_ex1
gpr_ex2
mgpr
nsgpr

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

GPFDA archive

Depends

R ≥ 3.6

Imports

Rcpp
splines
mgcv
fields
interp
stats
graphics
grDevices
fda
fda.usc

Suggests

MASS
mvtnorm
knitr
rmarkdown

LinkingTo

Rcpp
RcppArmadillo