Partitioning for Enhanced Statistical Power and Noise Reduction: Comparing One-Way and Repeated Measures Analysis of Variance (ANOVA)

Using simulated data with duplicate observational data points, this research aims to highlight the notable efficiency of repeated measures analysis of variance (ANOVA) compared to one-way ANOVA as a more powerful statistical model. One of the principal advantages of repeated measures ANOVA is its de...

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Bibliographic Details
Published in:	Curēus (Palo Alto, CA) Vol. 16; no. 12; p. e75322
Main Author:	Strale, Frederick
Format:	Journal Article
Language:	English
Published:	United States Springer Nature B.V 08.12.2024 Cureus
Subjects:	Datasets Independent sample Investigations Medical Education Other Quality Improvement Statistical power Variance analysis repeated measures analysis of variance (anova) one way analysis of variance (anova) f-statistic repeated-measures design partitioning sums of squares statistical power clinical trials experimental trials
ISSN:	2168-8184, 2168-8184
Online Access:	Get full text
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