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]
All associated links for this package
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
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

multiocc  
Fits Multivariate Spatio-Temporal Occupancy Model
Spatio-temporal multivariate occupancy models can handle multiple species in occupancy models. This ...
Download / Learn more Package Citations See dependency  
ismev  
An Introduction to Statistical Modeling of Extreme Values
Functions to support the computations carried out in `An Introduction to Statistical Modeling of Ex ...
Download / Learn more Package Citations See dependency  
MatrixEQTL  
Matrix eQTL: Ultra Fast eQTL Analysis via Large Matrix Operations
Matrix eQTL is designed for fast eQTL analysis on large datasets. Matrix eQTL can test for associat ...
Download / Learn more Package Citations See dependency  
stagePop  
Modelling the Population Dynamics of a Stage-Structured Species in Continuous Time
Provides facilities to implement and run population models of stage-structured species... ...
Download / Learn more Package Citations See dependency  
gclus  
Clustering Graphics
Orders panels in scatterplot matrices and parallel coordinate displays by some merit index. Package ...
Download / Learn more Package Citations See dependency  
CompoundEvents  
Statistical Modeling of Compound Events
Tools for extracting occurrences, assessing potential driving factors, predicting occurrences, and q ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns