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]
First Published: 2023-03-02
Latest Update: 2023-04-04
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 01 May. 2025.
Previous versions and publish date:
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
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/30Downloads for RARfreq010203040506070TrendBars

Today's Hot Picks in Authors and Packages

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  
pander  
An R 'Pandoc' Writer
Contains some functions catching all messages, 'stdout' and other useful information while evaluati ...
Download / Learn more Package Citations See dependency  
dCUR  
Dimension Reduction with Dynamic CUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
Download / Learn more Package Citations See dependency  
fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  
representr  
Create Representative Records After Entity Resolution
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
Download / Learn more Package Citations See dependency  
dsm  
Density Surface Modelling of Distance Sampling Data
Density surface modelling of line transect data. A Generalized Additive Model-based approach is use ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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