POMADE (version 0.2.0)

Power for Meta-Analysis of Dependent Effects

Description

Provides functions to compute and plot power levels, minimum detectable effect sizes, and minimum required sample sizes for the test of the overall average effect size in meta-analysis of dependent effect sizes.

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Version

Install

install.packages('POMADE')

Monthly Downloads

229

Version

0.2.0

License

MIT + file LICENSE

Maintainer

Mikkel H. Vembye

Last Published

February 13th, 2024

Functions in POMADE (0.2.0)

effective_sample_sizes

Approximate Effective Sample Sizes

mdes_MADE

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

power_MADE

Power Approximation for Overall Average Effects in Meta-Analysis With Dependent Effect Sizes

plot_MADE

Generic plot function for 'MADE' objects

VWB23_pilot

Co-Teaching Dataset

cluster_bias_adjustment

Cluster Bias Correction

tau2_approximation

Between-Study Variance Approximation Function

plot_MADE.power

Plot function for a 'power' object

plot_MADE.min_studies

Plot function for a 'min_studies' object

min_studies_MADE

Finding the Number of Studies Needed to Obtain a Certain Amount of Power

plot_MADE.mdes

Plot function for a 'mdes' object