Bayesian Modeling: Estimate a Computer Model and Make Uncertain Predictions


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Documentation for package ‘RBaM’ version 1.1.1

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BaM Run BaM
blocDiag Bloc-diagonal matrix constructor
dataset dataset object constructor.
densityPlot densityPlot
downloadBaM BaM downloader
getAwPfromBathy Bathymetry interpreter
getCatalogue BaM catalogue
getInitPar Get initial values
getNames Get object names
getParNames Get parameter names
llfunk_iid_Gaussian Log-likelihood function: iid Gaussian
llfunk_iLinear_Gaussian Log-likelihood function: independent-linear Gaussian
logLikelihood_BaM BaM log-likelihood
logPosterior_BaM BaM log-posterior
logPosterior_BaM_wrapped BaM log-posterior
logPrior_Flat Log-prior function: improper flat prior
mcmcCooking mcmcCooking constructor.
mcmcOptions mcmcOptions object constructor.
mcmcSummary mcmcSummary constructor.
MCMC_AM Adaptive Metropolis sampler
MCMC_OAAT Adaptive One-At-A-Time Metropolis sampler
MeyrasGaugings Meyras Gaugings
model model object constructor.
parameter parameter object constructor.
parameter_VAR Varying parameter object constructor.
prediction prediction object constructor.
readMCMC MCMC Reader
remnantErrorModel remnantErrorModel object constructor.
residualOptions residualOptions constructor.
runModel Run Model
runOptions runOptions constructor.
SauzeGaugings Sauze Gaugings
setInitPar Set initial values
setPathToBaM Path to BaM
SPD_estimate Estimation of a BaRatin-SPD model
SPD_getVARproperties Properties of VAR parameters
toString.dataset dataset to string
toString.mcmcCooking mcmcCooking to string
toString.mcmcOptions mcmcOptions to string
toString.mcmcSummary mcmcSummary to string
toString.model model to string
toString.parameter parameter to string
toString.parameter_VAR parameter_VAR to string
toString.prediction prediction to string
toString.remnantErrorModel remnantErrorModel to string
toString.residualOptions residualOptions to string
toString.runOptions runOptions to string
tracePlot MCMC reporting
twoPopulations Evolution of two populations
violinPlot violinPlot
writePredInputs Write prediction inputs
xtraModelInfo xtraModelInfo constructor.