Package: apca
Type: Package
Title: Advanced Principal Component Analysis
Version: 1.0.0
Date: 2026-04-19
Authors@R: c(
    person(given = "Angga Dwi", family = "Mulyanto", role = c("aut", "cre"), email = "angga.dwi.m@gmail.com", comment = "Institut Teknologi Sepuluh Nopember, Universitas Islam Negeri Maulana Malik Ibrahim Malang"),
    person(given = "Bambang Widjanarko", family = "Otok", role = "aut", comment = "Institut Teknologi Sepuluh Nopember"),
    person(given = "Jerry Dwi Trijoyo", family = "Purnomo", role = "aut", comment = "Institut Teknologi Sepuluh Nopember")
  )
Description: Provides nine computational algorithms for dimensionality
        reduction via Principal Component Analysis (PCA), built using
        an object-oriented (S3) architecture. The package includes
        classical and modern methods: Singular Value Decomposition
        (SVD) based on Eckart and Young (1936)
        <doi:10.1007/BF02288367>, Power Iteration based on Hotelling
        (1933) <doi:10.1037/h0071325>, QR Algorithm based on Francis
        (1961) <doi:10.1093/comjnl/4.3.265>, Jacobi Algorithm based on
        Jacobi (1846) <doi:10.1515/crll.1846.30.51>, Arnoldi Iteration
        based on Arnoldi (1951) <doi:10.1090/qam/42792>, 'NIPALS' based
        on Wold (1975) <doi:10.1017/S0021900200047604>, Alternating
        Least Squares (ALS) based on Kolda and Bader (2009)
        <doi:10.1137/07070111X>, Probabilistic PCA (PPCA) with EM
        Algorithm based on Tipping and Bishop (1999)
        <doi:10.1111/1467-9868.00196>, and Generalized Hebbian
        Algorithm (GHA) based on Sanger (1989)
        <doi:10.1016/0893-6080(89)90044-0>.
License: MIT + file LICENSE
Encoding: UTF-8
Language: en-US
RoxygenNote: 7.3.3
Imports: stats
NeedsCompilation: no
Packaged: 2026-07-03 11:03:27 UTC; root
Author: Angga Dwi Mulyanto [aut, cre] (Institut Teknologi Sepuluh
        Nopember, Universitas Islam Negeri Maulana Malik Ibrahim
        Malang), Bambang Widjanarko Otok [aut] (Institut Teknologi
        Sepuluh Nopember), Jerry Dwi Trijoyo Purnomo [aut] (Institut
        Teknologi Sepuluh Nopember)
Maintainer: Angga Dwi Mulyanto <angga.dwi.m@gmail.com>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-04-28 20:44:52 UTC
RemoteUrl: https://github.com/cran/apca
RemoteRef: HEAD
RemoteSha: f527c0464d2644c5a7d4b2619e6d6d9ab026bf05