Other packages > Find by keyword >

psborrow2  

Bayesian Dynamic Borrowing Analysis and Simulation
View on CRAN: Click here


Download and install psborrow2 package within the R console
Install from CRAN:
install.packages("psborrow2")

Install from Github:
library("remotes")
install_github("cran/psborrow2")

Install by package version:
library("remotes")
install_version("psborrow2", "0.0.5.1")



Attach the package and use:
library("psborrow2")
Maintained by
Matt Secrest
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-04-03
Latest Update: 2025-02-12
Description:
Bayesian dynamic borrowing is an approach to incorporating external data to supplement a randomized, controlled trial analysis in which external data are incorporated in a dynamic way (e.g., based on similarity of outcomes); see Viele 2013 for an overview. This package implements the hierarchical commensurate prior approach to dynamic borrowing as described in Hobbes 2011 . There are three main functionalities. First, 'psborrow2' provides a user-friendly interface for applying dynamic borrowing on the study results handles the Markov Chain Monte Carlo sampling on behalf of the user. Second, 'psborrow2' provides a simulation framework to compare different borrowing parameters (e.g. full borrowing, no borrowing, dynamic borrowing) and other trial and borrowing characteristics (e.g. sample size, covariates) in a unified way. Third, 'psborrow2' provides a set of functions to generate data for simulation studies, and also allows the user to specify their own data generation process. This package is designed to use the sampling functions from 'cmdstanr' which can be installed from .
How to cite:
Matt Secrest (2024). psborrow2: Bayesian Dynamic Borrowing Analysis and Simulation. R package version 0.0.5.1, https://cran.r-project.org/web/packages/psborrow2. Accessed 25 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:44), 0.0.3.2 (2024-04-03 21:30), 0.0.3.3 (2024-04-12 23:10), 0.0.3.4 (2024-04-30 23:30), 0.0.4.0 (2025-02-12 16:20), 0.0.5.0 (2026-05-12 00:10)
Other packages that cited psborrow2 R package
View psborrow2 citation profile
Other R packages that psborrow2 depends, imports, suggests or enhances
Complete documentation for psborrow2
Functions, R codes and Examples using the psborrow2 R package
Full psborrow2 package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

imputeTS  
Time Series Missing Value Imputation
Imputation (replacement) of missing values in univariate time series. Offers several imputation fu ...
Download / Learn more Package Citations See dependency  
RcmdrPlugin.aRnova  
R Commander Plug-in for Repeated-Measures ANOVA
R Commander plug-in for repeated-measures and mixed-design ('split-plot') ANOVA. It adds a new men ...
Download / Learn more Package Citations See dependency  
nlstools  
Tools for Nonlinear Regression Analysis
Several tools for assessing the quality of fit of a gaussian nonlinear model are provided. ...
Download / Learn more Package Citations See dependency  
guardianapi  
Access 'The Guardian' Newspaper Open Data API
Access to 'The Guardian' newspaper's open API , containing ...
Download / Learn more Package Citations See dependency  
CTT  
Classical Test Theory Functions
A collection of common test and item analyses from a classical test theory (CTT) framework. Analyses ...
Download / Learn more Package Citations See dependency  
fstcore  
R Bindings to the 'Fstlib' Library
The 'fstlib' library provides multithreaded serialization of compressed data frames using the 'fst' ...
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