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pema

Penalized Meta-Analysis

v0.1.5 · Oct 6, 2025 · GPL (>= 3)

Description

Conduct penalized meta-analysis, see Van Lissa, Van Erp, & Clapper (2023) <doi:10.31234/osf.io/6phs5>. In meta-analysis, there are often between-study differences. These can be coded as moderator variables, and controlled for using meta-regression. However, if the number of moderators is large relative to the number of studies, such an analysis may be overfit. Penalized meta-regression is useful in these cases, because it shrinks the regression slopes of irrelevant moderators towards zero.

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CRAN Check Status

3 NOTE
11 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (6 non-OK)
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 151.8Mb
  sub-directories of 1Mb or more:
    libs  150.6Mb
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 155.5Mb
  sub-directories of 1Mb or more:
    libs  154.3Mb
NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

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

installed package size

installed size is 10.0Mb
  sub-directories of 1Mb or more:
    libs   8.8Mb

Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 151.8Mb
  sub-directories of 1Mb or more:
    libs  150.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 155.5Mb
  sub-directories of 1Mb or more:
    libs  154.3Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is 10.0Mb
  sub-directories of 1Mb or more:
    libs   8.8Mb

Dependency Network

Dependencies Reverse dependencies rstan Rcpp RcppParallel (>= 5.0.1) rstantools sn shiny ggplot2 cli pema

Version History

new 0.1.5 Mar 10, 2026
updated 0.1.5 ← 0.1.4 diff Oct 5, 2025
updated 0.1.4 ← 0.1.3 diff Mar 29, 2025
updated 0.1.3 ← 0.1.2 diff Mar 15, 2023
updated 0.1.2 ← 0.1.1 diff Jul 16, 2022
updated 0.1.1 ← 0.1.0 diff Apr 24, 2022
new 0.1.0 Dec 14, 2021