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MetaUtility (version 1.2.0)

Utility Functions for Conducting and Reporting Meta-Analysis

Description

Contains functions to estimate the proportion of effects stronger than a threshold of scientific importance (per Mathur & VanderWeele, 2018 []), to make various effect size conversions, to compute and format inference in a meta-analysis, and to scrape results from existing meta-analyses for re-analysis.

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Version

Install

install.packages('MetaUtility')

Monthly Downloads

963

Version

1.2.0

License

GPL-2

Maintainer

Maya Mathur

Last Published

April 10th, 2019

Functions in MetaUtility (1.2.0)

parse_CI_string

Parse a string with point estimate and confidence interval
r_to_z

Convert Pearson's r to Fisher's z
prop_stronger

Estimate proportion of true effect sizes above or below a threshold
round2

Round while keeping trailing zeroes
format_CI

Manuscript-friendly confidence interval formatting
format_stat

Manuscript-friendly number formatting
r_to_d

Convert Pearson's r to Cohen's d
z_to_r

Convert Fisher's z to Pearson's r
tau_CI

Return confidence interval for tau for a meta-analysis
scrape_meta

Convert forest plot or summary table to meta-analytic dataset