Package: RBaM
Type: Package
Title: Bayesian Modeling: Estimate a Computer Model and Make Uncertain
        Predictions
Version: 1.0.1
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
Suggests: rmarkdown
RoxygenNote: 7.2.3
NeedsCompilation: no
Packaged: 2025-07-07 06:13:29 UTC; brenard
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>
Repository: CRAN
Date/Publication: 2025-07-10 14:40:05 UTC
Built: R 4.3.3; ; 2025-07-10 15:46:40 UTC; unix
