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statsExpressions: R Package for Tidy Dataframes and Expressions with Statistical Details

Indrajeet Patil

2021The Journal of Open Source Software46 citationsDOIOpen Access PDF

Abstract

The statsExpressions package has two key aims: to provide a consistent syntax to do statistical analysis with tidy data, and to provide statistical expressions (i.e., pre-formatted in-text statistical results) for plotting functions. Currently, it supports common types of statistical approaches and tests: parametric, nonparametric, robust, and Bayesian t-test, one-way ANOVA, correlation analyses, contingency table analyses, and meta-analyses. The functions are pipe-friendly and compatible with tidy data.

Topics & Concepts

R packageComputer scienceMathematicsProgramming languageData Analysis with R