Other packages > Find by keyword >

Replicate  

Statistical Metrics for Multisite Replication Studies
View on CRAN: Click here


Download and install Replicate package within the R console
Install from CRAN:
install.packages("Replicate")

Install from Github:
library("remotes")
install_github("cran/Replicate")

Install by package version:
library("remotes")
install_version("Replicate", "1.2.0")



Attach the package and use:
library("Replicate")
Maintained by
Maya B. Mathur
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-09-30
Latest Update: 2019-11-28
Description:
For a multisite replication project, computes the consistency metric P_orig, which is the probability that the original study would observe an estimated effect size as extreme or more extreme than it actually did, if in fact the original study were statistically consistent with the replications. Other recommended metrics are: (1) the probability of a true effect of scientifically meaningful size in the same direction as the estimate the original study; and (2) the probability of a true effect of meaningful size in the direction opposite the original study's estimate. These two can be computed using the package \code{MetaUtility::prop_stronger}. Additionally computes older metrics used in replication projects (namely expected agreement in "statistical significance" between an original study and replication studies as well as prediction intervals for the replication estimates). See Mathur and VanderWeele (under review; ) for details.
How to cite:
Maya B. Mathur (2017). Replicate: Statistical Metrics for Multisite Replication Studies. R package version 1.2.0, https://cran.r-project.org/web/packages/Replicate. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:23), 1.0.0 (2017-09-30 18:23), 1.0.1 (2017-10-09 17:01), 1.1.0 (2019-03-24 13:44)
Other packages that cited Replicate R package
View Replicate citation profile
Other R packages that Replicate depends, imports, suggests or enhances
Complete documentation for Replicate
Functions, R codes and Examples using the Replicate R package
Some associated functions: Replicate-deprecated . p_orig . pred_int . prob_signif_agree . stronger_than-deprecated . t2_lkl . 
Some associated R codes: Replicate.R .  Full Replicate package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA