Other packages > Find by keyword >

SurrogateOutcome  

Estimation of the Proportion of Treatment Effect Explained by Surrogate Outcome Information
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SurrogateOutcome", "1.1")



Attach the package and use:
library("SurrogateOutcome")
Maintained by
Layla Parast
[Scholar Profile | Author Map]
First Published: 2019-04-09
Latest Update: 2021-11-15
Description:
Provides functions to estimate the proportion of treatment effect on a censored primary outcome that is explained by the treatment effect on a censored surrogate outcome/event. All methods are described in detail in Parast, Tian, Cai (2020) "Assessing the Value of a Censored Surrogate Outcome" <doi:10.1007/s10985-019-09473-1>. The main functions are (1) R.q.event() which calculates the proportion of the treatment effect (the difference in restricted mean survival time at time t) explained by surrogate outcome information observed up to a selected landmark time, (2) R.t.estimate() which calculates the proportion of the treatment effect explained by primary outcome information only observed up to a selected landmark time, and (3) IV.event() which calculates the incremental value of the surrogate outcome information.
How to cite:
Layla Parast (2019). SurrogateOutcome: Estimation of the Proportion of Treatment Effect Explained by Surrogate Outcome Information. R package version 1.1, https://cran.r-project.org/web/packages/SurrogateOutcome. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.0 (2019-04-09 17:05)
Other packages that cited SurrogateOutcome R package
View SurrogateOutcome citation profile
Other R packages that SurrogateOutcome depends, imports, suggests or enhances
Complete documentation for SurrogateOutcome
Functions, R codes and Examples using the SurrogateOutcome R package
Some associated functions: ExampleData . IV.event . Kern.FUN . R.q.event . R.t.estimate . SurrogateOutcome-package . VTM . censor.weight . cumsum2 . delta.estimate.RMST . delta.estimate . delta.q.event.RMST . delta.q.event.semi.RMST . delta.t.RMST . helper.si . new.q . pred.smooth.surv . 
Some associated R codes: SurrogateOutcome.R .  Full SurrogateOutcome package functions and examples
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/27Downloads for SurrogateOutcome12345678910TrendBars

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  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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