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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]
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 15 Apr. 2025.
Previous versions and publish date:
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
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