Package: SpatPCA
Title: Regularized Principal Component Analysis for Spatial Data
Version: 1.3.8
Authors@R: c(person(
                given = "Wen-Ting",
                family = "Wang",
                email = "egpivo@gmail.com",
                role = c("aut", "cre"),
                comment = c(ORCID = "0000-0003-3051-7302")
              ),
              person(
                given = "Hsin-Cheng",
                family = "Huang",
                email = "hchuang@stat.sinica.edu.tw",
                role = "aut",
                comment = c(ORCID = "0000-0002-5613-349X")
              )
            )
Description: Provide regularized principal component analysis
        incorporating smoothness, sparseness and orthogonality of
        eigen-functions by using the alternating direction method of
        multipliers algorithm (Wang and Huang, 2017,
        <DOI:10.1080/10618600.2016.1157483>). The method can be applied
        to either regularly or irregularly spaced data, including 1D,
        2D, and 3D.
License: GPL (>= 2)
ByteCompile: true
BugReports: https://github.com/egpivo/SpatPCA/issues
Depends: R (>= 3.4.0)
Imports: Rcpp (>= 1.0.12), ggplot2, parallel
LinkingTo: Rcpp, RcppArmadillo
Suggests: knitr, rmarkdown, testthat (>= 2.1.0), dplyr (>= 1.0.3),
        tidyr, fields, scico, plot3D, pracma, RColorBrewer, maps, covr,
        styler, V8
SystemRequirements: GNU make
VignetteBuilder: knitr, rmarkdown
Encoding: UTF-8
RoxygenNote: 7.2.3
URL: https://egpivo.github.io/SpatPCA/,
        https://github.com/egpivo/SpatPCA
Config/testthat/edition: 3
NeedsCompilation: yes
Packaged: 2026-10-13 11:46:53 UTC; root
Author: Wen-Ting Wang [aut, cre] (ORCID:
        <https://orcid.org/0000-0003-3051-7302>), Hsin-Cheng Huang
        [aut] (ORCID: <https://orcid.org/0000-0002-5613-349X>)
Maintainer: Wen-Ting Wang <egpivo@gmail.com>
Config/pak/sysreqs: make
Repository: https://cran.r-universe.dev
Date/Publication: 2025-09-28 10:40:18 UTC
RemoteUrl: https://github.com/cran/SpatPCA
RemoteRef: HEAD
RemoteSha: 1aa808defb9327080ed19facd8c39b892c757568