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BSET  

A Bayesian Surrogate Evaluation Test
View on CRAN: Click here


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

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

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



Attach the package and use:
library("BSET")
Maintained by
Pietro Carlotti
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-22
Latest Update: 2026-05-22
Description:
An implementation of the Bayesian Surrogate Evaluation Test (BSET) for assessing the validity of surrogate markers in clinical trials. Provides hypothesis testing tools to evaluate whether a surrogate can reliably estimate the causal effect of a treatment on a primary outcome. Implements the imputation-based Bayesian methodology of Carlotti and Parast (2026) <doi:10.48550/arXiv.2603.14381>, extending the frequentist rank-based approach of Parast et al. (2024) <doi:10.1093/biomtc/ujad035>. Addresses key limitations of the frequentist method, including the lack of causal interpretability and the inability to adjust for covariates in the estimation process.
How to cite:
Pietro Carlotti (2026). BSET: A Bayesian Surrogate Evaluation Test. R package version 1.0, https://cran.r-project.org/web/packages/BSET. Accessed 04 Oct. 2026.
Previous versions and publish date:
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Complete documentation for BSET
Functions, R codes and Examples using the BSET R package
Full BSET package functions and examples
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