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", "0.0.3.3")



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: 2024-04-12
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 <doi:10.1002/pst.1589> for an overview. This package implements the hierarchical commensurate prior approach to dynamic borrowing as described in Hobbes 2011 <doi:10.1111/j.1541-0420.2011.01564.x>. 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 <https://mc-stan.org/r-packages/>.
How to cite:
Matt Secrest (2024). psborrow2: Bayesian Dynamic Borrowing Analysis and Simulation. R package version 0.0.3.3, https://cran.r-project.org/web/packages/psborrow2
Previous versions and publish date:
0.0.3.2 (2024-04-03 21:30), 0.0.3.3 (2024-04-12 23:10)
Other packages that cited psborrow2 R package
View psborrow2 citation profile
Other R packages that psborrow2 depends, imports, suggests or enhances
Functions, R codes and Examples using the psborrow2 R package
Full psborrow2 package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

buildr  
Organize & Run Build Scripts Comfortably
Working with reproducible reports or any other similar projects often require to run the script that ...
Download / Learn more Package Citations See dependency  
Deriv  
Symbolic Differentiation
R-based solution for symbolic differentiation. It admits user-defined function as well as function s ...
Download / Learn more Package Citations See dependency  
lgarch  
Simulation and Estimation of Log-GARCH Models
Simulation and estimation of univariate and multivariate log-GARCH models. The main functions of the ...
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  
bulletr  
Algorithms for Matching Bullet Lands
Analyze bullet lands using nonparametric methods. We provide a reading routine for x3p files (see &l ...
Download / Learn more Package Citations See dependency  

22,086

R Packages

187,731

Dependencies

55,244

Author Associations

22,087

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns