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compareGroups (version 4.2.0)

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

2,827

Version

4.2.0

License

GPL (>= 2)

Maintainer

Isaac Subirana

Last Published

September 19th, 2019

Functions in compareGroups (4.2.0)

cGroupsGUI

Graphical user interface based on tcltk tools
export2csv

Exporting descriptives table to plain text (CSV) format
createTable

Table of descriptives by groups: bivariate table
compareGroups

Descriptives by groups
cGroupsWUI

Web User Interface based on Shiny tools.
compareSNPs

Summarise genetic data by groups.
compareGroups-package

Descriptive analysis by groups
compareGroups-internal

Internal compareGroups functions
export2html

Exporting descriptives table to HTML format
descrTable

Perform descriptives and build the bivariate table.
printTable

'Nice' table format.
regicor

REGICOR cross-sectional data
radiograph

Lists the values in the data set.
report

Report of descriptive tables and plots.
export2word

Exports tables to Word files.
export2pdf

Exports tables to PDF files.
missingTable

Table of missingness counts by groups.
predimed

PREDIMED randomized trial
getResults

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

Exporting descriptives table to Exel format (.xlsx or .xls)
export2latex

Exporting descriptives table to LaTeX format
export2md

Exporting descriptives table to Markdown format
strataTable

Stratify descriptive table in stratas.
varinfo

Variable names and labels extraction