Speaker: Brandon LeBeau

Simulation and power analysis of generalized linear mixed models

Simulation and power analysis of generalized linear mixed models

As computers have improved, so has the prevalence of simulation studies to explore implications for assumption violations and explore statistical power. The simglm package allows for flexible simulation of general(ized) linear mixed models (multilevel models) under cross-sectional or longitudinal frameworks. In addition, the package allows for different distributional assumptions to be made such as non-normal […]

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