sample size and power for linear mixed modelsHello! It seems that there have no built-in options to directly calculate the sample size and power for linear mixed models in JMP. Then, how could I do such kind of power analysis? Thank you.
Advanced Statistical ModelingBasic Data Analysis and ModelingData Exploration and VisualizationDesign of ExperimentsRe: sample size and power for linear mixed modelsHello @Adele ,
One idea is to use the Simulate feature. I think the following presentation will be helpful for you.
https://community.jmp.com/t5/Discovery-Summit-Americas-2020/I-Have-the-Power-Power-Calculation-in-Complex-Modeling/ta-p/281499
If you are using JMP Pro 17, you can use an option "Save Simulation Formula" under "Save Columns" in Mixed Model personality. This column can be used in the Simulate utility as a column to switch to.
https://www.jmp.com/support/help/en/17.2/#page/jmp/mixed-model-report-and-options.shtml#
https://www.jmp.com/support/help/en/17.2/#page/jmp/simulate.shtml
Re: sample size and power for linear mixed modelsThank you so much!!!