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phacking is an R package that provides a bias correction
for the joint effects of p-hacking (i.e., manipulation of results within
studies to obtain significant, positive estimates) and traditional
publication bias (i.e., the selective publication of studies with
significant, positive results) in meta-analyses (per Mathur, 2022).
You can install phacking from CRAN with:
install.packages("phacking")You can install the development version of phacking from GitHub with:
# install.packages("devtools")
devtools::install_github("mathurlabstanford/phacking")You may also need to install Stan.
Fit a bias-corrected meta-analysis of an example dataset from the package.
library(phacking)
phacking_meta(money_priming_meta$yi, money_priming_meta$vi)These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.