Other packages > Find by keyword >

OptimalSurrogate  

Model Free Approach to Quantifying Surrogacy
View on CRAN: Click here


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

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

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



Attach the package and use:
library("OptimalSurrogate")
Maintained by
Layla Parast
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-09-27
Latest Update: 2022-09-27
Description:
Identifies an optimal transformation of a surrogate marker such that the proportion of treatment effect explained can be inferred based on the transformation of the surrogate and nonparametrically estimates two model-free quantities of this proportion. Details are described in Wang et al (2020) .
How to cite:
Layla Parast (2022). OptimalSurrogate: Model Free Approach to Quantifying Surrogacy. R package version 1.0, https://cran.r-project.org/web/packages/OptimalSurrogate. Accessed 26 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited OptimalSurrogate R package
View OptimalSurrogate citation profile
Other R packages that OptimalSurrogate depends, imports, suggests or enhances
Complete documentation for OptimalSurrogate
Functions, R codes and Examples using the OptimalSurrogate R package
Some associated functions: marker_cont . marker_disc . pte_cont . pte_disc . 
Some associated R codes: functions.R .  Full OptimalSurrogate package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
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  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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