Function reference • POMADE

Power calculations

Functions for performing power analysis

power_MADE(): Power Approximation for Overall Average Effects in Meta-Analysis With Dependent Effect Sizes

mdes_MADE(): Minimum Detectable Effect Size (MDES) for Meta-Analysis With Dependent Effect Sizes

min_studies_MADE(): Finding the Number of Studies Needed to Obtain a Certain Amount of Power

Plotting functions

Create plots of power analysis results

plot_MADE(): Generic plot function for 'MADE' objects

plot_MADE(<power>): Plot function for a 'power' object

plot_MADE(<mdes>): Plot function for a 'mdes' object

plot_MADE(<min_studies>): Plot function for a 'min_studies' object

Helper functions

Miscellaneous auxiliary functions

effective_sample_sizes(): Approximate Effective Sample Sizes

cluster_bias_adjustment(): Cluster Bias Correction

tau2_approximation(): Between-Study Variance Approximation Function

Datasets

Example datasets

VWB23_pilot: Co-Teaching Dataset