R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
puniform
View on CRAN: Click
here
Download and install puniform package within the R console
Install from CRAN:
install.packages("puniform")
Install from Github:
library("remotes")
install_github("cran/puniform") Install by package version:
library("remotes")
install_version("puniform", "0.2.8") Attach the package and use:
library("puniform")
Maintained by
Robbie C.M. van Aert
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-07-05
Latest Update: 2023-09-19
Description:
Provides meta-analysis methods that correct for
publication bias and outcome reporting bias. Four methods and a visual tool
are currently included in the package. The p-uniform method as described in
van Assen, van Aert, and Wicherts (2015)
can be used for estimating the average effect size, testing the null hypothesis
of no effect, and testing for publication bias using only the statistically
significant effect sizes of primary studies. The second method in the package
is the p-uniform* method as described in van Aert and van Assen (2023)
. This method is an extension of the p-uniform
method that allows for estimation of the average effect size and the
between-study variance in a meta-analysis, and uses both the statistically
significant and nonsignificant effect sizes. The third method in the package
is the hybrid method as described in van Aert and van Assen (2018)
. The hybrid method is a meta-analysis method
for combining a conventional study and replication/preregistered study while
taking into account statistical significance of the conventional study. This
method was extended in van Aert (2023) such that it allows for the inclusion
of multiple conventional and replication/preregistered studies. The p-uniform
and hybrid method are based on the statistical theory that the distribution
of p-values is uniform conditional on the population effect size. The fourth
method in the package is the Snapshot Bayesian Hybrid Meta-Analysis Method as
described in van Aert and van Assen (2018) .
This method computes posterior probabilities for four true effect sizes (no,
small, medium, and large) based on an original study and replication while
taking into account publication bias in the original study. The method can
also be used for computing the required sample size of the replication akin
to power analysis in null-hypothesis significance testing. The meta-plot is
a visual tool for meta-analysis that provides information on the primary
studies in the meta-analysis, the results of the meta-analysis, and
characteristics of the research on the effect under study (van Assen et al., 2023).
Helper functions to apply the Correcting for Outcome Reporting Bias (CORB)
method to correct for outcome reporting bias in a meta-analysis (van Aert &
Wicherts, 2023).
How to cite:
Robbie C.M. van Aert (2018). puniform: Meta-Analysis Methods Correcting for Publication Bias. R package version 0.2.8, https://cran.r-project.org/web/packages/puniform. Accessed 16 Jul. 2026.
Previous versions and publish date:
Other packages that cited puniform R package
View puniform citation profile
Other R packages that puniform depends,
imports, suggests or enhances
Complete documentation for puniform
Functions, R codes and Examples using
the puniform R package
Some associated functions: data.mccall93 . diffprior . escompute . fe_ma . fis_trans . hybrid . meta_plot . puni_star . puniform . req_ni_r . snapshot . snapshot_naive . var_boot_fis . var_boot_rmd . var_dif_fis . var_dif_rmd . var_pop .
Some associated R codes: LR_test.R . RcppExports.R . approx_puni.R . bisect.R . boot_het.R . bounds.R . bounds_nsig.R . data.R . diffprior.R . draw_plot_g.R . draw_plot_or.R . draw_plot_r.R . escompute.R . esest.R . esest_nsig.R . fe_ma.R . fis_trans.R . get_cv_P.R . get_profile_ci.R . hy.R . hy0.R . hybrid.R . hyr.R . meta_plot.R . ml.R . ml_hy.R . ml_star.R . ml_star_est.R . ml_star_tau.R . optim_ni_r.R . pdist_hy.R . plottrans.R . print.hybridoutput.R . print.puni_staroutput.R . print.puniformoutput.R . pubbias.R . pubbias_nsig.R . puni_star.R . puniform.R . repl.R . report.R . req_ni_r.R . snapshot.R . snapshot_naive.R . testeffect.R . testeffect_nsig.R . testhetero.R . transform_nsig.R . transform_puni.R . var_boot_fis.R . var_boot_rmd.R . var_dif_fis.R . var_dif_rmd.R . var_pop.R . zzz.R . Full puniform package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
tibble
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kirill Müller (view profile)
schoolmath
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jörg große Schlarmann (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
bbdetection
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Valeriy Zakamulin (view profile)
wordnet
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kurt Hornik (view profile)
Rnmr1D
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Daniel Jacob (view profile)
27,806
R Packages
239,283
Dependencies
73,837
Author Associations
27,807
Publication Badges
