Package: BayesGP
Type: Package
Title: Efficient Implementation of Gaussian Process in Bayesian
        Hierarchical Models
Version: 0.1.3
Authors@R: c(person(given = "Ziang",
                        family = "Zhang",
                        role = c("aut", "cre"),
                        email = "ziangzhang@uchicago.edu"),
                 person(given = "Yongwei",
                        family = "Lin",
                        role = "aut"),
                 person(given = "Alex",
                        family = "Stringer",
                        role = "aut"),
                 person(given = "Patrick",
                        family = "Brown",
                        role = "aut"))
Description: Implements Bayesian hierarchical models with flexible
        Gaussian process priors, focusing on Extended Latent Gaussian
        Models and incorporating various Gaussian process priors for
        Bayesian smoothing. Computations leverage finite element
        approximations and adaptive quadrature for efficient inference.
        Methods are detailed in Zhang, Stringer, Brown, and Stafford
        (2023) <doi:10.1177/09622802221134172>; Zhang, Stringer, Brown,
        and Stafford (2024) <doi:10.1080/10618600.2023.2289532>; Zhang,
        Brown, and Stafford (2023) <doi:10.48550/arXiv.2305.09914>; and
        Stringer, Brown, and Stafford (2021) <doi:10.1111/biom.13329>.
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
LinkingTo: TMB (>= 1.9.7), RcppEigen
Imports: TMB (>= 1.9.7), numDeriv, rstan, sfsmisc, Matrix (>= 1.6.3),
        aghq (>= 0.4.1), fda, tmbstan, LaplacesDemon, methods
Depends: R (>= 3.6.0)
Suggests: rmarkdown, knitr, survival, testthat (>= 3.0.0)
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2026-10-05 10:15:37 UTC; root
Config/testthat/edition: 3
Config/pak/sysreqs: cmake make
Repository: https://bayes-gp.r-universe.dev
Date/Publication: 2024-12-05 02:36:30 UTC
RemoteUrl: https://github.com/bayes-gp/bayesgp
RemoteRef: HEAD
RemoteSha: 7db1d65825a795f0e74d25fc95d053ce96a0aff4
Author: Ziang Zhang [aut, cre],
  Yongwei Lin [aut],
  Alex Stringer [aut],
  Patrick Brown [aut]
Maintainer: Ziang Zhang <ziangzhang@uchicago.edu>