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cff-version: 1.2.0
message: 'To cite package "covalchemy" in publications use:'
type: software
license: GPL-3.0-only
title: 'covalchemy: Constructing Joint Distributions with Control Over Statistical
  Properties'
version: 1.0.0
doi: 10.32614/CRAN.package.covalchemy
abstract: 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) <https://doi.org/10.1201/b13150> Sklar (1959) <https://en.wikipedia.org/wiki/Sklar%27s_theorem>.
authors:
- family-names: Agrawal
  given-names: Naman
  email: naman.agr03@gmail.com
repository: https://CRAN.R-project.org/package=covalchemy
repository-code: https://github.com/namanlab/covalchemy
url: https://github.com/namanlab/covalchemy
date-released: '2024-11-21'
contact:
- family-names: Agrawal
  given-names: Naman
  email: naman.agr03@gmail.com