CRAN/E | publipha

publipha

Bayesian Meta-Analysis with Publications Bias and P-Hacking

Installation

About

Tools for Bayesian estimation of meta-analysis models that account for publications bias or p-hacking. For publication bias, this package implements a variant of the p-value based selection model of Hedges (1992) doi:10.1214/ss/1177011364 with discrete selection probabilities. It also implements the mixture of truncated normals model for p-hacking described in Moss and De Bin (2019) .

System requirements GNU make

Key Metrics

Version 0.1.2
R ≥ 3.6.0
Published 2023-04-04 391 days ago
Needs compilation? yes
License GPL-3
CRAN checks publipha results
Language en-US

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Maintainer

Maintainer

Jonas Moss

jonas.gjertsen@gmail.com

Authors

Jonas Moss

aut / cre

Trustees of Columbia University

cph

Material

README
Reference manual
Package source

In Views

MetaAnalysis

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

publipha archive

Depends

methods
R ≥ 3.6.0
Rcpp ≥ 0.12.19

Imports

rstan ≥ 2.18.1
rstantools ≥ 1.5.1
loo
truncnorm

Suggests

testthat ≥ 2.1.0
covr
knitr
rmarkdown
metafor
spelling
metadat

LinkingTo

BH ≥ 1.72.0-2
Rcpp ≥ 0.12.19
RcppEigen ≥0.3.3.4.0
rstan ≥ 2.21.8
StanHeaders ≥ 2.21.0-7
RcppParallel