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: 2026-07-02 16:51:49 UTC; fei
Author: Fei Yang [aut, cre] (ORCID: <https://orcid.org/0000-0002-3253-976X>)
Maintainer: Fei Yang <fei.yang@manchester.ac.uk>
Repository: CRAN
Date/Publication: 2026-07-10 20:10:32 UTC
Built: R 4.6.1; aarch64-apple-darwin23; 2026-07-10 21:49:48 UTC; unix
