Package: matrixCorr
Type: Package
Title: Collection of Correlation and Association Estimators
Version: 0.10.0
Authors@R: person(given = "Thiago de Paula", family = "Oliveira",
    email = "thiago.paula.oliveira@gmail.com", role = c("aut", "cre"),
    comment = c(ORCID = "0000-0002-4555-2584"))
Description: Compute correlation, association, and agreement measures for
    small to high-dimensional datasets through a consistent matrix-oriented
    interface. Supports classical correlations (Pearson, Spearman, Kendall),
    distance correlation, partial correlation with regularised estimators,
    shrinkage correlation for p >= n settings, robust correlations including
    biweight mid-correlation, percentage-bend, and skipped correlation,
    latent-variable methods for binary and ordinal data, repeated-measures
    correlation, and agreement analyses based on Bland-Altman methods and
    Lin's concordance correlation coefficient, including repeated-measures
    extensions. Implemented with optimized C++ backends using BLAS/OpenMP and
    memory-aware symmetric updates, and returns standard R objects with
    print/summary/plot methods plus optional Shiny viewers for matrix
    inspection. Methods based on Ledoit and Wolf (2004)
    <doi:10.1016/S0047-259X(03)00096-4>; high-dimensional shrinkage covariance
    estimation <doi:10.2202/1544-6115.1175>; Lin (1989)
    <doi:10.2307/2532051>; Wilcox (1994) <doi:10.1007/BF02294395>; Wilcox
    (2004)
    <doi:10.1080/0266476032000148821>.
License: MIT + file LICENSE
Encoding: UTF-8
LinkingTo: Rcpp, RcppArmadillo
Imports: Rcpp (>= 1.1.0), ggplot2 (>= 3.5.2), Matrix (>= 1.7.2), cli,
        rlang
Suggests: knitr, rmarkdown, MASS, mnormt, shiny, shinyWidgets,
        viridisLite, testthat (>= 3.0.0)
Enhances: plotly
RoxygenNote: 7.3.3
URL: https://github.com/Prof-ThiagoOliveira/matrixCorr
BugReports: https://github.com/Prof-ThiagoOliveira/matrixCorr/issues
Config/testthat/edition: 3
NeedsCompilation: yes
Packaged: 2026-04-03 17:05:38 UTC; ThiagoOliveira
Author: Thiago de Paula Oliveira [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-4555-2584>)
Maintainer: Thiago de Paula Oliveira <thiago.paula.oliveira@gmail.com>
Repository: CRAN
Date/Publication: 2026-04-03 17:30:02 UTC
Built: R 4.5.3; x86_64-w64-mingw32; 2026-04-11 23:57:24 UTC; windows
Archs: x64
