Package: matrixCorr
Type: Package
Title: Collection of Correlation and Association Estimators
Version: 0.11.1
Authors@R: c(
    person(
        given = "Thiago de Paula",
        family = "Oliveira",
        email = "thiago.paula.oliveira@gmail.com",
        role = c("aut", "cre"),
        comment = c(ORCID = "0000-0002-4555-2584")
    )
    )
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>
Description: Compute correlation, association, agreement, and reliability
    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,
    pairwise and overall intraclass correlation for wide data,
    repeated-measures correlation, and agreement analyses based on
    Bland-Altman methods, Lin's concordance correlation coefficient, and
    repeated-measures intraclass correlation. 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)
VignetteBuilder: knitr
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: 2026-04-18 11:18:25 UTC; ThiagoOliveira
Repository: CRAN
Date/Publication: 2026-04-18 16:40:24 UTC
Built: R 4.7.0; x86_64-w64-mingw32; 2026-05-05 02:34:58 UTC; windows
Archs: x64
