Other packages > Find by keyword >

RARfreq  

Response Adaptive Randomization with 'Frequentist' Approaches
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RARfreq", "0.1.5")



Attach the package and use:
library("RARfreq")
Maintained by
Xiu Huang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-03-02
Latest Update: 2024-05-07
Description:
Provides functions and command-line user interface to generate allocation sequence by response-adaptive randomization for clinical trials. The package currently supports two families of frequentist response-adaptive randomization procedures, Doubly Adaptive Biased Coin Design ('DBCD') and Sequential Estimation-adjusted Urn Model ('SEU'), for binary and normal endpoints. One-sided proportion (or mean) difference and Chi-square (or 'ANOVA') hypothesis testing methods are also available in the package to facilitate the inference for treatment effect. Additionally, the package provides comprehensive and efficient tools to allow one to evaluate and compare the performance of randomization procedures and tests based on various criteria. For example, plots for relationship among assumed treatment effects, sample size, and power are provided. Five allocation functions for 'DBCD' and six addition rule functions for 'SEU' are implemented to target allocations such as 'Neyman', 'Rosenberger' Rosenberger et al. (2001) and 'Urn' allocations.
How to cite:
Xiu Huang (2023). RARfreq: Response Adaptive Randomization with 'Frequentist' Approaches. R package version 0.1.5, https://cran.r-project.org/web/packages/RARfreq. Accessed 21 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:18), 0.1.3 (2023-03-02 18:10), 0.1.4 (2023-04-04 17:00)
Other packages that cited RARfreq R package
View RARfreq citation profile
Other R packages that RARfreq depends, imports, suggests or enhances
Complete documentation for RARfreq
Functions, R codes and Examples using the RARfreq R package
Full RARfreq package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

potential  
Implementation of the Potential Model
Provides functions to compute the potential model as defined by Stewart (1941) ...
Download / Learn more Package Citations See dependency  
artfima  
ARTFIMA Model Estimation
Fit and simulate ARTFIMA. Theoretical autocovariance function and spectral density function for stat ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
preputils  
Utilities for Preparation of Data Analysis
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimen ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,034

Author Associations

28,333

Publication Badges

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