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compareGroups (version 4.9.0)

Descriptive Analysis by Groups

Description

Create data summaries for quality control, extensive reports for exploring data, as well as publication-ready univariate or bivariate tables in several formats (plain text, HTML,LaTeX, PDF, Word or Excel. Create figures to quickly visualise the distribution of your data (boxplots, barplots, normality-plots, etc.). Display statistics (mean, median, frequencies, incidences, etc.). Perform the appropriate tests (t-test, Analysis of variance, Kruskal-Wallis, Fisher, log-rank, ...) depending on the nature of the described variable (normal, non-normal or qualitative). Summarize genetic data (Single Nucleotide Polymorphisms) data displaying Allele Frequencies and performing Hardy-Weinberg Equilibrium tests among other typical statistics and tests for these kind of data.

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Version

Install

install.packages('compareGroups')

Monthly Downloads

4,811

Version

4.9.0

License

GPL (>= 2)

Maintainer

Last Published

September 13th, 2024

Functions in compareGroups (4.9.0)

compareGroups-package

Descriptive analysis by groups
cGroupsGUI

Graphical user interface based on tcltk tools
SNPs

SNPs in a case-control study
compareGroups

Descriptives by groups
compareSNPs

Summarise genetic data by groups.
compareGroups-internal

Internal compareGroups functions
cGroupsWUI

Web User Interface based on Shiny tools.
export2csv

Exporting descriptives table to plain text (CSV) format
createTable

Table of descriptives by groups: bivariate table
descrTable

Perform descriptives and build the bivariate table.
padjustCompareGroups

Update p values according multiple comparisons
export2html

Exporting descriptives table to HTML format
getResults

Easily retrieve summary data as R-objects (matrices and vectors).
export2xls

Exporting descriptives table to Exel format (.xlsx or .xls)
printTable

'Nice' table format.
export2pdf

Exports tables to PDF files.
strataTable

Stratify descriptive table in stratas.
export2md

Exporting descriptives table to Markdown format
export2word

Exports tables to Word files.
export2latex

Exporting descriptives table to LaTeX format
varinfo

Variable names and labels extraction
report

Report of descriptive tables and plots.
missingTable

Table of missingness counts by groups.
radiograph

Lists the values in the data set.
regicor

REGICOR cross-sectional data