Package: POMADE 0.2.0.9999

POMADE: Power for Meta-Analysis of Dependent Effects

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.

Authors:Mikkel H. Vembye [aut, cre], James E. Pustejovsky [aut]

POMADE_0.2.0.9999.tar.gz
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POMADE.pdf |POMADE.html✨
POMADE/json (API)
NEWS

# Install 'POMADE' in R:

install.packages('POMADE', repos = c('https://mikkelvembye.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mikkelvembye/pomade/issues

Datasets:

VWB23_pilot - Co-Teaching Dataset

On CRAN:

3.65 score 3 stars 7 scripts 174 downloads 7 exports 43 dependencies

Last updated 5 months agofrom:cf5874c6df. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 12 2024
R-4.5-win	OK	Oct 12 2024
R-4.5-linux	OK	Oct 12 2024
R-4.4-win	OK	Oct 12 2024
R-4.4-mac	OK	Oct 12 2024
R-4.3-win	OK	Oct 12 2024
R-4.3-mac	OK	Oct 12 2024

Exports:cluster_bias_adjustment effective_sample_sizes mdes_MADE min_studies_MADE plot_MADE power_MADE tau2_approximation

Dependencies:cli codetools colorspace cpp11 digest dplyr fansi farver furrr future generics ggplot2 globals glue gtable isoband labeling lattice lifecycle listenv magrittr MASS Matrix mgcv munsell nlme parallelly pillar pkgconfig purrr R6 RColorBrewer rlang scales stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Cluster Bias Correction	cluster_bias_adjustment
Approximate Effective Sample Sizes	effective_sample_sizes
Minimum Detectable Effect Size (MDES) for Meta-Analysis With Dependent Effect Sizes	mdes_MADE
Finding the Number of Studies Needed to Obtain a Certain Amount of Power	min_studies_MADE
Generic plot function for 'MADE' objects	plot_MADE
Plot function for a 'mdes' object	plot_MADE.mdes
Plot function for a 'min_studies' object	plot_MADE.min_studies
Plot function for a 'power' object	plot_MADE.power
Power Approximation for Overall Average Effects in Meta-Analysis With Dependent Effect Sizes	power_MADE
Between-Study Variance Approximation Function	tau2_approximation
Co-Teaching Dataset	VWB23_pilot