Cited by 306Statistical Methods and Bayesian InferenceStatistical Methods and ApplicationsAgriculture, Soil, Plant Science

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The analysis of repeated measures designs: A review

Keselman, H. J., Algina, James, Kowalchuk, Rhonda K.·2001·British Journal of Mathematical and Statistical Psychology

DOI 10.1348/000711001159357

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Abstract

Repeated measures ANOVA can refer to many different types of analysis. Specifically, this vague term can refer to conventional tests of significance, one of three univariate solutions with adjusted degrees of freedom, two different types of multivariate statistic, or approaches that combine univariate and multivariate tests. Accordingly, it is argued that, by only reporting probability values and referring to statistical analyses as repeated measures ANOVA, authors convey neither the type of analysis that was used nor the validity of the reported probability value, since each of these approaches has its own strengths and weaknesses. The various approaches are presented with a discussion of their strengths and weaknesses, and recommendations are made regarding the ‘best’ choice of analysis. Additional topics discussed include analyses for missing data and tests of linear contrasts.

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Authors: Keselman, H. J., Algina, J., & Kowalchuk, R. K.
Affiliations: University of Manitoba (CA)
University of Florida (US)
Corresponding author: Keselman, H. J.
ORCID: Algina, James
Venue: British Journal of Mathematical and Statistical Psychology
Publisher: Wiley
Published: 2001-05
Volume: 54
Issue: 1
Pages: 1-20
ISSN: 0007-1102 (ISSN-L)
2044-8317
DOI: 10.1348/000711001159357
OpenAlex: W2125118056
Cited by: 306
References: 76
Citations by year: 2026: 16 · 2025: 18 · 2024: 20 · 2023: 14 · 2022: 8 · 2021: 12 · 2020: 6 · 2019: 6 · 2018: 10 · 2017: 9 · 2016: 13 · 2015: 13 · 2014: 16 · 2013: 18 · 2012: 15
FWCI: 12.12
Type: journal article
Language: en
Open access: closed
Licence: onlinelibrary.wiley.com/termsAndConditions#vor (vor, 3516 d)
Locations: British Journal of Mathematical and Statistical Psychology (publishedVersion)
PubMed (publishedVersion)
Topics: Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Applications
Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Agriculture, Soil, Plant Science
Keywords: repeated measures ANOVA, multivariate analysis of variance, univariate analysis, missing data, linear contrasts, statistical reporting
MeSH terms: Analysis of Variance, Data Interpretation, Statistical, Humans, Probability, Psychometrics, Reproducibility of Results

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The analysis of repeated measures designs: A review

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