Other packages > Find by keyword >

CMFsurrogate  

Calibrated Model Fusion Approach to Combine Surrogate Markers
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CMFsurrogate", "1.0")



Attach the package and use:
library("CMFsurrogate")
Maintained by
Layla Parast
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-09-23
Latest Update: 2022-09-23
Description:
Uses a calibrated model fusion approach to optimally combine multiple surrogate markers. Specifically, two initial estimates of optimal composite scores of the markers are obtained; the optimal calibrated combination of the two estimated scores is then constructed which ensures both validity of the final combined score and optimality with respect to the proportion of treatment effect explained (PTE) by the final combined score. The primary function, pte.estimate.multiple(), estimates the PTE of the identified combination of multiple surrogate markers. Details are described in Wang et al (2022) .
How to cite:
Layla Parast (2022). CMFsurrogate: Calibrated Model Fusion Approach to Combine Surrogate Markers. R package version 1.0, https://cran.r-project.org/web/packages/CMFsurrogate. Accessed 18 Sep. 2026.
Previous versions and publish date:
1.0 (2022-09-23 17:20), (2026-07-09 07:59)
Other packages that cited CMFsurrogate R package
View CMFsurrogate citation profile
Other R packages that CMFsurrogate depends, imports, suggests or enhances
Complete documentation for CMFsurrogate
Functions, R codes and Examples using the CMFsurrogate R package
Some associated functions: example.data . gen.bootstrap.weights . pte.estimate.multiple . resam . 
Some associated R codes: funs.R .  Full CMFsurrogate package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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