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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.