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General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics

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Question from a user: > I'm aiming to use BayesianTools for a hydrologic model parameterization. I have the MCMC setup implemented with my model (the SHAW model), and I'd like...

Trying to restart a sampler with parallel likelihood evaluation in a new session fails with `invalid connection` error. I think this is because the cluster object (`cl`) stored with the...

From the feedback that I'm getting, it seems that many people run into problems when going from serial to parallel settings. The problems vary, and are often generic R parallelisation...

enhancement

Hello, I observed the following error when using the functions summary and gelmanDiagnostics for uni-variate problems: Error in if (plot == T & !is.na(diag$mpsrf)) do.call(gP, as.list(match.call())) : In the following,...

Possibly better to have all plots automatically thin the chain to n=5000 or so? Usually it doesn't improve the plots to have a higher n, and makes everything much slower

pkgdown auf https://florianhartig.github.io/BayesianTools/articles/BayesianTools.html ist nicht aktuell

Test adaptive importance sampling * http://www.lucamartino.altervista.org/Code_LAIS_non_iterative.pdf * https://cran.r-project.org/web/packages/MitISEM/index.html

Hi, I guess there's a little bug linked with burnin and outliers. Please consider the following example: ``` ## Generate a test likelihood function. ll

minor bug

Looking at https://github.com/florianhartig/BayesianTools/issues/193, I noted that burnin is not considered when labeling the iterations of the chain, for example ``` set.seed(1234) settings = list(iterations = 300, burnin=100) out