Package: BSCB
Title: Bayesian Simultaneous Credible Bands for Polynomial Regression
Version: 1.0.0
Authors@R: 
    person("Fei", "Yang", email = "fei.yang@manchester.ac.uk", 
    role = c("aut", "cre"),
    comment = c(ORCID = "0000-0002-3253-976X"))
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, F., Han, Y.,
        Liu, W., & Hall, I. (2026). "Bayesian simultaneous credible
        bands for polynomial regression"
        <doi:10.48550/arXiv.2606.28015>.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.3
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: 2026-07-02
URL: https://github.com/fannyyang73/BSCB
Config/instantiate/stan-dir: src/stan
BugReports: https://github.com/fannyyang73/BSCB/issues
NeedsCompilation: yes
Packaged: 2026-07-10 22:46:30 UTC; root
Author: Fei Yang [aut, cre] (ORCID:
        <https://orcid.org/0000-0002-3253-976X>)
Maintainer: Fei Yang <fei.yang@manchester.ac.uk>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-07-10 20:10:32 UTC
RemoteUrl: https://github.com/cran/BSCB
RemoteRef: HEAD
RemoteSha: f55336bafec48812bddffe176dfc99b6009dd0a7