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DiffXTables
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]
[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 22 Dec. 2024.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for DiffXTables
Functions, R codes and Examples using
the DiffXTables R package
Some associated functions: cp.chisq.test . heterogeneity.test . marginal.change.test . sharma.song.test . simulate_diff_tables . strength.test . type.analysis .
Some associated R codes: CPChisq.R . Sharma-Song.R . chisq-test-stat.R . heterogeneity.R . marginal-change-test.R . simulate_diff_tables.R . strength-test.R . type-analysis.R . Full DiffXTables package functions and examples
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