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publipha

Bayesian Meta-Analysis with Publications Bias and P-Hacking

v0.1.2 · Apr 4, 2023 · GPL-3

Description

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>.

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CRAN Check Status

14 NOTE
Show all 14 flavors
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (20 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jonas Moss <jonas.gjertsen@gmail.com>’

The Description field contains
  <arXiv:1911.12445>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jonas Moss <jonas.gjertsen@gmail.com>’

The Description field contains
  <arXiv:1911.12445>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-oldrel-macos-arm64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 61.2Mb
  sub-directories of 1Mb or more:
    libs  60.7Mb
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-oldrel-macos-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 62.1Mb
  sub-directories of 1Mb or more:
    libs  61.7Mb
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jonas Moss <jonas.gjertsen@gmail.com>’

The Description field contains
  <arXiv:1911.12445>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jonas Moss <jonas.gjertsen@gmail.com>’

The Description field contains
  <arXiv:1911.12445>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 61.2Mb
  sub-directories of 1Mb or more:
    libs  60.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 62.1Mb
  sub-directories of 1Mb or more:
    libs  61.7Mb
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) ma.Rd:62: Lost braces
    62 | \item{yi}{Numeric vector of length code{k} with observed effect size
       |                                        ^
checkRd: (-1) ma.Rd:65: Lost braces
    65 | \item{vi}{Numeric vector of length code{k} with sampling variances.}
       |                                        ^

Dependency Network

Dependencies Reverse dependencies Rcpp rstan rstantools loo truncnorm publipha

Version History

new 0.1.2 Mar 9, 2026