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]
All associated links for this package
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 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:30), 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

Today's Hot Picks in Authors and Packages

dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
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  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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