Package: covalchemy
Title: Constructing Joint Distributions with Control Over Statistical
        Properties
Version: 1.0.0
Authors@R: c(person("Naman", "Agrawal", email = "naman.agr03@gmail.com", role = c("aut", "cre")))
Description: Synthesizing joint distributions from marginal densities, focusing on controlling key statistical properties such as correlation for continuous data, mutual information for categorical data, and inducing Simpson's Paradox. Generate datasets with specified correlation structures for continuous variables, adjust mutual information between categorical variables, and manipulate subgroup correlations to intentionally create Simpson's Paradox.
  Joe (1997) <doi:10.1201/b13150>
  Sklar (1959) <https://en.wikipedia.org/wiki/Sklar%27s_theorem>.
Encoding: UTF-8
Imports: dplyr, ggplot2, mvtnorm, interp, clue, ggExtra, gridExtra,
        DescTools, MASS
Depends: R (>= 3.5.0)
License: GPL-3
BugReports: https://github.com/namanlab/covalchemy/issues
URL: https://github.com/namanlab/covalchemy
RoxygenNote: 7.3.2
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2024-11-20 14:57:15 UTC; namanagrawal
Author: Naman Agrawal [aut, cre]
Maintainer: Naman Agrawal <naman.agr03@gmail.com>
Repository: CRAN
Date/Publication: 2024-11-21 17:10:11 UTC
Built: R 4.6.0; ; 2026-04-25 12:52:09 UTC; unix
