reviewTop 1% cited
Move Over ANOVA
Archives of General Psychiatry · 2004 · Vol. 61(3) · pp. 310–310
Ralitza Gueorguieva✉(Yale University)John H. Krystal(Yale University)
Abstract
Repeated-measures ANOVAs continue to be used widely for the analysis of repeated-measures data, despite risks to interpretation. Mixed-effects models use all available data, can properly account for correlation between repeated measurements on the same subject, have greater flexibility to model time effects, and can handle missing data more appropriately. Their flexibility makes them the preferred choice for the analysis of repeated-measures data.
Statistical Methods and Bayesian InferenceStatistical Methods in Clinical TrialsAdvanced Causal Inference TechniquesRepeated measures designFlexibility (engineering)Mixed modelUnivariateAnalysis of varianceMissing dataMultivariate analysisVariance (accounting)Multivariate statisticsRandom effects model
MeSH terms
Analysis of VarianceHumansPsychiatryResearch DesignModels, StatisticalEndpoint Determination
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