Other packages > Find by keyword >

DiffXTables  

Pattern Analysis Across Contingency Tables
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("DiffXTables", "0.1.3")



Attach the package and use:
library("DiffXTables")
Maintained by
Joe Song
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-11-04
Latest Update: 2021-05-16
Description:
Statistical hypothesis testing of pattern heterogeneity via differences in underlying distributions across multiple contingency tables. Five tests are included: the comparative chi-squared test (Song et al. 2014) (Zhang et al. 2015) , the Sharma-Song test (Sharma et al. 2021) , the heterogeneity test, the marginal-change test (Sharma et al. 2020) , and the strength test (Sharma et al. 2020) . Under the null hypothesis that row and column variables are statistically independent and joint distributions are equal, their test statistics all follow an asymptotically chi-squared distribution. A comprehensive type analysis categorizes the relation among the contingency tables into type null, 0, 1, and 2 (Sharma et al. 2020) . They can identify heterogeneous patterns that differ in either the first order (marginal) or the second order (differential departure from independence). Second-order differences reveal more fundamental changes than first-order differences across heterogeneous patterns.
How to cite:
Joe Song (2019). DiffXTables: Pattern Analysis Across Contingency Tables. R package version 0.1.3, https://cran.r-project.org/web/packages/DiffXTables. Accessed 07 Aug. 2026.
Previous versions and publish date:
0.0.1 (2019-11-04 15:40), 0.0.2 (2019-11-12 19:40), 0.1.0 (2020-03-20 08:50), 0.1.1 (2020-08-16 16:52), (2026-07-09 08:02)
Other packages that cited DiffXTables R package
View DiffXTables citation profile
Other R packages that DiffXTables depends, imports, suggests or enhances
Complete documentation for DiffXTables
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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