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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 23 Apr. 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
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