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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Vydáno v:	Curēus (Palo Alto, CA) Ročník 16; číslo 12; s. e75322
Hlavní autor:	Strale, Frederick
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States Springer Nature B.V 08.12.2024 Cureus
Témata:	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
On-line přístup:	Získat plný text
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