vlt.stats.power.run_lme_power_analysis
RUN_LME_POWER_ANALYSIS - A pipeline to calculate and visualize the minimum detectable effect size (MDES).
This is the main function to call for the power analysis.
Example (Hierarchical Method):
load carsmall;
tbl = table(Mfg, Model_Year, MPG);
[mdes, ~] = vlt.stats.run_lme_power_analysis(tbl, 'Model_Year', 'MPG', '70', ...
'Mfg', '76', 0.80, 'Method', 'hierarchical', 'NumSimulations', 250);
Example (Gaussian Method):
load carsmall;
tbl = table(Mfg, Model_Year, MPG);
[mdes, ~] = vlt.stats.run_lme_power_analysis(tbl, 'Model_Year', 'MPG', '70', ...
'Mfg', '76', 0.80, 'Method', 'gaussian');