Applied statistics 101 in R: One-way Repeated Measures Analysis of Variance

Preprints.org 2026 Preprint Open access

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Authors: Keston G. Lindsay
DOI: 10.20944/preprints202602.0566.v1
Cited by: 0

Abstract

Repeated measures ANOVA is the statistical method for comparing means of the same sample measured at least two different times, or two different contexts. It may also be used to compare means between two or more related groups. This paper serves as a tutorial for repeated measures ANOVA using R. It will introduce readers to parametric, nonparametric and robust one-way repeated measures ANOVA using the rstatix, afex, WRS2, and ARTool packages.

Fields of Study & Subjects

Data Analysis with R Statistical Methods and Bayesian Inference Advanced Statistical Methods and Models

Publication details

Journal / source
Preprints.org
Publication date
6 February 2026
Language
EN
Document type
Preprint