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compareGroups (version 4.4.5)

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

3,428

Version

4.4.5

License

GPL (>= 2)

Maintainer

Isaac Subirana

Last Published

September 1st, 2020

Functions in compareGroups (4.4.5)

compareGroups

Descriptives by groups
compareGroups-internal

Internal compareGroups functions
compareSNPs

Summarise genetic data by groups.
cGroupsWUI

Web User Interface based on Shiny tools.
cGroupsGUI

Graphical user interface based on tcltk tools
createTable

Table of descriptives by groups: bivariate table
compareGroups-package

Descriptive analysis by groups
SNPs

SNPs in a case-control study
descrTable

Perform descriptives and build the bivariate table.
getResults

Easily retrieve summary data as R-objects (matrices and vectors).
export2csv

Exporting descriptives table to plain text (CSV) format
predimed

PREDIMED randomized trial
printTable

'Nice' table format.
varinfo

Variable names and labels extraction
export2pdf

Exports tables to PDF files.
missingTable

Table of missingness counts by groups.
export2md

Exporting descriptives table to Markdown format
export2xls

Exporting descriptives table to Exel format (.xlsx or .xls)
export2word

Exports tables to Word files.
report

Report of descriptive tables and plots.
export2html

Exporting descriptives table to HTML format
regicor

REGICOR cross-sectional data
export2latex

Exporting descriptives table to LaTeX format
radiograph

Lists the values in the data set.
strataTable

Stratify descriptive table in stratas.