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.
References: Joe (1997) "Multivariate Models and Dependence Concepts"
        <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
Roxygen: list(markdown = TRUE)
BugReports: https://github.com/namanlab/covalchemy/issues
URL: https://github.com/namanlab/covalchemy
RoxygenNote: 7.3.2
Config/testthat/edition: 3
Config/pak/sysreqs: cmake make libuv1-dev libssl-dev libx11-dev
        zlib1g-dev
Repository: https://namanlab.r-universe.dev
Date/Publication: 2024-11-20 11:27:41 UTC
RemoteUrl: https://github.com/namanlab/covalchemy
RemoteRef: HEAD
RemoteSha: 2a89b1c995ce1ebbf04c3000d577ec2e6aeccde8
NeedsCompilation: no
Packaged: 2026-10-01 10:24:03 UTC; root
Author: Naman Agrawal [aut, cre]
Maintainer: Naman Agrawal <naman.agr03@gmail.com>