publipha: Bayesian Meta-Analysis with Publications Bias and P-Hacking

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) <arXiv:1911.12445>.

Package details

AuthorJonas Moss [aut, cre] (<https://orcid.org/0000-0002-6876-6964>), Trustees of Columbia University [cph]
MaintainerJonas Moss <jonas.gjertsen@gmail.com>
LicenseGPL-3
Version0.1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("publipha")

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publipha documentation built on Jan. 31, 2020, 1:10 a.m.