Other packages > Find by keyword >

covalchemy  

Constructing Joint Distributions with Control Over Statistical Properties
View on CRAN: Click here


Download and install covalchemy package within the R console
Install from CRAN:
install.packages("covalchemy")

Install from Github:
library("remotes")
install_github("cran/covalchemy")

Install by package version:
library("remotes")
install_version("covalchemy", "1.0.0")



Attach the package and use:
library("covalchemy")
Maintained by
Naman Agrawal
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-11-21
Latest Update: 2024-11-21
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>.
How to cite:
Naman Agrawal (2024). covalchemy: Constructing Joint Distributions with Control Over Statistical Properties. R package version 1.0.0, https://cran.r-project.org/web/packages/covalchemy. Accessed 09 Mar. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited covalchemy R package
View covalchemy citation profile
Other R packages that covalchemy depends, imports, suggests or enhances
Complete documentation for covalchemy
Functions, R codes and Examples using the covalchemy R package
Full covalchemy package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

pooling  
Fit Poolwise Regression Models
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
Download / Learn more Package Citations See dependency  
Rgb  
The R Genome Browser
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA