Other packages > Find by keyword >

midas2  

Bayesian Platform Design with Subgroup Efficacy Exploration(MIDAS-2)
View on CRAN: Click here


Download and install midas2 package within the R console
Install from CRAN:
install.packages("midas2")

Install from Github:
library("remotes")
install_github("cran/midas2")

Install by package version:
library("remotes")
install_version("midas2", "1.1.0")



Attach the package and use:
library("midas2")
Maintained by
Su Liwen
[Scholar Profile | Author Map]
First Published: 2021-12-16
Latest Update: 2023-07-14
Description:
The rapid screening of effective and optimal therapies from large numbers of candidate combinations, as well as exploring subgroup efficacy, remains challenging, which necessitates innovative, integrated, and efficient trial designs(Yuan, Y., et al. (2016) ). MIDAS-2 package enables quick and continuous screening of promising combination strategies and exploration of their subgroup effects within a unified platform design framework. We used a regression model to characterize the efficacy pattern in subgroups. Information borrowing was applied through Bayesian hierarchical model to improve trial efficiency considering the limited sample size in subgroups(Cunanan, K. M., et al. (2019) ). MIDAS-2 provides an adaptive drug screening and subgroup exploring framework to accelerate immunotherapy development in an efficient, accurate, and integrated fashion(Wathen, J. K., & Thall, P. F. (2017) ).
How to cite:
Su Liwen (2021). midas2: Bayesian Platform Design with Subgroup Efficacy Exploration(MIDAS-2). R package version 1.1.0, https://cran.r-project.org/web/packages/midas2. Accessed 16 Apr. 2025.
Previous versions and publish date:
0.1.0 (2021-12-16 11:50)
Other packages that cited midas2 R package
View midas2 citation profile
Other R packages that midas2 depends, imports, suggests or enhances
Complete documentation for midas2
Functions, R codes and Examples using the midas2 R package
Some associated functions: platform_midas2 . platform_midas2s . 
Some associated R codes: platform_midas2.R . platform_midas2s.R .  Full midas2 package functions and examples
Downloads during the last 30 days
03/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/14Downloads for midas2051015202530TrendBars

Today's Hot Picks in Authors and Packages

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  
MM4LMM  
Inference of Linear Mixed Models Through MM Algorithm
The main function MMEst() performs (Restricted) Maximum Likelihood in a variance component mixed mod ...
Download / Learn more Package Citations See dependency  
datadictionary  
Create a Data Dictionary
Creates a data dictionary from any dataframe or tibble in your R environment. You can opt to add va ...
Download / Learn more Package Citations See dependency  
apache.sedona  
R Interface for Apache Sedona
R interface for 'Apache Sedona' based on 'sparklyr' (). ...
Download / Learn more Package Citations See dependency  
hkclustering  
Ensemble Clustering using K Means and Hierarchical Clustering
Implements an ensemble algorithm for clustering combining a k-means and a hierarchical clustering ap ...
Download / Learn more Package Citations See dependency  
MultiKink  
Estimation and Inference for Multi-Kink Quantile Regression
Estimation and inference for multiple kink quantile regression for longitudinal data and the i.i.d d ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,993

Author Associations

24,013

Publication Badges

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