Package: BSCB
Title: Bayesian Simultaneous Credible Bands for Polynomial Regression
Version: 1.0.2
Authors@R: c(
    person("Fei", "Yang", email = "fei.yang@manchester.ac.uk", 
    role = c("aut", "cre","cph"),
    comment = c(ORCID = "0000-0002-3253-976X")),
    person("Yang", "Han", email = "yang.han@manchester.ac.uk",
    role = c("aut","cph"),
    comment = c(ORCID = "0000-0002-4143-7765")),
    person("Wei", "Liu", email = "w.liu@soton.ac.uk",
    role = c("aut","cph"),
    comment = c(ORCID = "0000-0002-4719-0345")),
    person("Ian", "Hall", email = "ian.hall@manchester.ac.uk",
    role = c("aut","cph"),
    comment = c(ORCID = "0000-0002-3033-2335")))
Description: Provides functions to construct two-sided Bayesian simultaneous
    credible bands (BSCBs) for the regression curve in univariate polynomial
    regression over a finite covariate interval. Six methods are implemented,
    including Normal-Gamma conjugate priors (with empirical Bayes, 
    unit-information, and g-prior hyperparameter specifications), non-conjugate 
    priors fitted via Hamiltonian Monte Carlo (HMC) using 'cmdstanr', and 
    a non-informative independent Jeffreys prior approach. Also includes 
    functions for computing the empirical simultaneous coverage rate (ESCR) and 
    posterior simultaneous coverage probability (PSCP), enabling performance 
    comparison across methods. The methodology is described in: 
    Yang et al. (2026). "Bayesian simultaneous credible bands for polynomial 
    regression" <doi:10.48550/arXiv.2606.28015>.
License: MIT + file LICENSE
Encoding: UTF-8
Suggests: DEoptim, testthat (>= 3.0.0), cmdstanr, knitr, rmarkdown,
        ggplot2
VignetteBuilder: knitr
Additional_repositories: https://stan-dev.r-universe.dev
Imports: mvtnorm, MASS, OptimalDesign, instantiate, posterior
Config/testthat/edition: 3
Depends: R (>= 4.0)
Date: 2026-07-23
URL: https://github.com/fannyyang73/BSCB
Config/instantiate/stan-dir: src/stan
BugReports: https://github.com/fannyyang73/BSCB/issues
Config/roxygen2/version: 8.0.0
NeedsCompilation: yes
Packaged: 2026-07-23 15:57:25 UTC; fei
Author: Fei Yang [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0002-3253-976X>),
  Yang Han [aut, cph] (ORCID: <https://orcid.org/0000-0002-4143-7765>),
  Wei Liu [aut, cph] (ORCID: <https://orcid.org/0000-0002-4719-0345>),
  Ian Hall [aut, cph] (ORCID: <https://orcid.org/0000-0002-3033-2335>)
Maintainer: Fei Yang <fei.yang@manchester.ac.uk>
Repository: CRAN
Date/Publication: 2026-07-23 16:50:25 UTC
