Analyzing Small Samples of Repeated Measures Data with the Mixed-Model AdjustedFTest

DOI10.1080/03610910902785746zbMath1160.62054OpenAlexW2036987217MaRDI QIDQ3625374

Roser Bono, Guillermo Vallejo, Jaime Arnau

Publication date: 12 May 2009

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610910902785746

zbMATH Keywords

tablessimulationrepeated measureslinear mixed modeltype I error rateKenward-Roger method

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Hypothesis testing in multivariate analysis (62H15) Robustness and adaptive procedures (parametric inference) (62F35)

Related Items (3)

A Simulation Comparison of Approximate Tests for Fixed Effects in Random Coefficients Growth Curve Models ⋮ Inner workings of the Kenward-Roger test ⋮ Analysis of Type I Error Rates of Univariate and Multivariate Procedures in Repeated Measures Designs

Uses Software

• SAS/STAT

Cites Work

• Random-Effects Models for Longitudinal Data
• Synthesis of variance
• Two-Stage Analysis Based on a Mixed Model: Large-Sample Asymptotic Theory and Small-Sample Simulation Results
• A comparison of two approaches for selecting covariance structures in the analysis of repeated measurements
• Approximate F-tests of multiple degree of freedom hypotheses in generalized least squares analyses of unbalanced split-plot experiments
• Small Sample Inference for Fixed Effects from Restricted Maximum Likelihood
• The analysis of repeated measurements: a comparison of mixed-model satterthwaite f tests and a nonpooled adjusted degrees of freedom multivariate test
• Linear mixed models for longitudinal data

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