Longitudinal Data Analysis: Repeated Measures …
Longitudinal data Analysis: Repeated Measures ANOVAAaron JonesDuke UniversityBIOSTAT 790April 7, 2016Aaron Jones (BIOSTAT 790)RM ANOVAApril 7, 20161 / 14Overview1Multivariate ModelsGEE vs. GLMMMANOVA vs. RM ANOVA2RM ANOVA Model3RM ANOVA Examples: SS & F-Tests4SphericityAaron Jones (BIOSTAT 790)RM ANOVAApril 7, 20162 / 14GEE vs. GLMMFamiliar GLM, ANOVA assume independent residualsCorrelated outcomes require multivariate extensionGeneralized Estimating Equations (GEE)Only need mean model and working correlation matrixNeither assumes nor estimates sources of varianceGeneralized Linear Mixed Model (GLMM)Likelihood-based, need to specify random effectsIn return, estimates variance due to each sourceAaron Jones (BIOSTAT 790)RM ANOVAApril 7, 20163 / 14MANOVA vs.
Longitudinal Data Analysis: Repeated Measures ANOVA Aaron Jones Duke University BIOSTAT 790 April 7, 2016 Aaron Jones (BIOSTAT 790) RM ANOVA April 7, …
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