DiffXTables

Pattern Analysis Across Contingency Tables

v0.1.3 · May 15, 2021 · LGPL (>= 3)

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) <doi:10.1093/nar/gku086> (Zhang et al. 2015) <doi:10.1093/nar/gkv358>, the Sharma-Song test (Sharma et al. 2021) <doi:10.1093/bioinformatics/btab240>, the heterogeneity test, the marginal-change test (Sharma et al. 2020) <doi:10.1145/3388440.3412485>, and the strength test (Sharma et al. 2020) <doi:10.1145/3388440.3412485>. 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) <doi:10.1145/3388440.3412485>. 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.

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14 NOTE

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	42.2s
r-devel-linux-x86_64-debian-gcc	NOTE	31.2s
r-devel-linux-x86_64-fedora-clang	NOTE	64.7s
r-devel-linux-x86_64-fedora-gcc	NOTE	78.5s
r-devel-macos-arm64	NOTE	20s
r-devel-windows-x86_64	NOTE	64s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	43s
r-oldrel-windows-x86_64	NOTE	72s
r-patched-linux-x86_64	NOTE	38.4s
r-release-linux-x86_64	NOTE	37.9s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	59s
r-release-windows-x86_64	NOTE	65s

Check details (14 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTables]{heterogeneity.test}}}
       |   ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) simulate_diff_tables.Rd:72: Lost braces; missing escapes or markup?
    72 |   {The Sharma-Song test} {\code{\link[DiffXTables]{sharma.song.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:74: Lost braces; missing escapes or markup?
    74 |   {The comparative chi-squared test} {\code{\link[DiffXTables]{cp.chisq.test}}}
       |   ^
checkRd: (-1) simulate_diff_tables.Rd:76: Lost braces; missing escapes or markup?
    76 |   {The heterogeneity test} {\code{\link[DiffXTable

Reverse Dependencies (1)

suggests

FunChisq

Dependency Network

Version History

new 0.1.3 Mar 9, 2026

Maintainer

Joe Song

Dependencies

Depends

R (>= 3.0) pander

Imports

Rdpack (>= 0.6-1)

Suggests

Ckmeans.1d.dp FunChisq knitr rmarkdown testthat

Compilation

No compilation needed

First Published

Mar 9, 2026

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