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SCRSELECT  

Performs Bayesian Variable Selection on the Covariates in a Semi-Competing Risks Model
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SCRSELECT", "1.3-3")



Attach the package and use:
library("SCRSELECT")
Maintained by
Andrew Chapple
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-03-26
Latest Update: 2023-08-18
Description:
Contains four functions used in the DIC-tau_g procedure. SCRSELECT() and SCRSELECTRUN() uses Stochastic Search Variable Selection to select important covariates in the three hazard functions of a semi-competing risks model. These functions perform the Gibbs sampler for variable selection and a Metropolis-Hastings-Green sampler for the number of split points and parameters for the three baseline hazard function. The function SCRSELECT() returns the posterior sample of all quantities sampled in the Gibbs sampler after a burn-in period to a desired file location, while the function SCRSELECTRUN() returns posterior values of important quantities to the DIC-Tau_g procedure in a list. The function DICTAUG() returns a list containing the DIC values for the unique models visited by the DIC-Tau_g grid search. The function ReturnModel() uses SCRSELECTRUN() and DICTAUG() to return a summary of the posterior coefficient vectors for the optimal model along with saving this posterior sample to a desired path location.
How to cite:
Andrew Chapple (2016). SCRSELECT: Performs Bayesian Variable Selection on the Covariates in a Semi-Competing Risks Model. R package version 1.3-3, https://cran.r-project.org/web/packages/SCRSELECT. Accessed 21 Dec. 2024.
Previous versions and publish date:
1.0-0 (2016-03-26 17:21), 1.1-0 (2016-09-28 21:32), 1.1-1 (2017-04-07 19:01), 1.1-2 (2017-04-11 00:47), 1.1-3 (2017-05-29 20:01), 1.2-2 (2017-06-28 08:00), 1.3-3 (2017-08-23 19:46)
Other packages that cited SCRSELECT R package
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Other R packages that SCRSELECT depends, imports, suggests or enhances
Functions, R codes and Examples using the SCRSELECT R package
Some associated functions: DICTAUG . ReturnModel . SCRSELECT . SCRSELECTRETURN . 
Some associated R codes: DICTAUG.R . ReturnModel.R . SCRSELECT.R . SCRSELECTRETURN.R .  Full SCRSELECT package functions and examples
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