Package: RBaM
Type: Package
Title: Bayesian Modeling: Estimate a Computer Model and Make Uncertain
        Predictions
Version: 1.1.2
Authors@R: c(
    person("Benjamin", "Renard", email = "benjamin.renard@inrae.fr",role = c("aut", "cre","cph"),comment = c(ORCID = "0000-0001-8447-5430")),
    person("INRAE", role = c("fnd")),
    person("Ministère de la Transition Ecologique - SCHAPI", role = c("fnd")))
Description: An interface to the 'BaM' (Bayesian Modeling) engine, a
        'Fortran'-based executable aimed at estimating a model with a
        Bayesian approach and using it for prediction, with a
        particular focus on uncertainty quantification. Classes are
        defined for the various building blocks of 'BaM' inference
        (model, data, error models, Markov Chain Monte Carlo (MCMC)
        samplers, predictions). The typical usage is as follows: (1)
        specify the model to be estimated; (2) specify the inference
        setting (dataset, parameters, error models...); (3) perform
        Bayesian-MCMC inference; (4) read, analyse and use MCMC
        samples; (5) perform prediction experiments. Technical details
        are available (in French) in Renard (2017)
        <https://hal.science/hal-02606929v1>. Examples of applications
        include Mansanarez et al. (2019) <doi:10.1029/2018WR023389>, Le
        Coz et al. (2021) <doi:10.1002/hyp.14169>, Perret et al. (2021)
        <doi:10.1029/2020WR027745>, Darienzo et al. (2021)
        <doi:10.1029/2020WR028607> and Perret et al. (2023)
        <doi:10.1061/JHEND8.HYENG-13101>.
License: GPL-3
Encoding: UTF-8
LazyData: true
URL: https://github.com/BaM-tools/RBaM
BugReports: https://github.com/BaM-tools/RBaM/issues
Depends: R (>= 4.0.0)
Imports: ggplot2, gridExtra, R.utils, utils, grDevices, stats, rjson,
        rlang, tools, tidyr, mvtnorm, progress
Suggests: rmarkdown
RoxygenNote: 7.3.2
Config/pak/sysreqs: libicu-dev
Repository: https://bam-tools.r-universe.dev
Date/Publication: 2026-04-09 15:15:24 UTC
RemoteUrl: https://github.com/bam-tools/rbam
RemoteRef: HEAD
RemoteSha: 5108898da7d63636322c3ff45b1b8adafd716a74
NeedsCompilation: no
Packaged: 2026-09-21 11:32:58 UTC; root
Author: Benjamin Renard [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0001-8447-5430>),
  INRAE [fnd],
  Ministère de la Transition Ecologique - SCHAPI [fnd]
Maintainer: Benjamin Renard <benjamin.renard@inrae.fr>
Built: R 4.6.0; ; 2026-09-21 11:35:12 UTC; unix
