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gibbsTI  

Calibrated Gibbs Posteriors for Tolerance Intervals
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gibbsTI", "0.1.0")



Attach the package and use:
library("gibbsTI")
Maintained by
Tony Pourmohamad
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-22
Latest Update: 2026-07-22
Description:
Provides tools for constructing one-sided and two-sided nonparametric tolerance intervals using calibrated Gibbs posteriors. The methods target population quantiles and content levels while achieving nominal frequentist coverage through data-driven calibration. The methodology is described in Pourmohamad, Richardson, and Sansó (2026) <doi:10.1080/00401706.2026.2699103>.
How to cite:
Tony Pourmohamad (2026). gibbsTI: Calibrated Gibbs Posteriors for Tolerance Intervals. R package version 0.1.0, https://cran.r-project.org/web/packages/gibbsTI. Accessed 05 Oct. 2026.
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