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: 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 22 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
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  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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