Density Estimation via Bayesian Inference Engines
Check Markov chain Monte Carlo samples
Controlling density estimation via Bayesian inference engines
Density estimation via Bayesian inference engines
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Marron and Wand density function
Plot the Bayesian density estimate from a densEstBayes() fit
Obtain the Bayesian density estimate from a densEstBayes() fit at ne...
Marron and Wand random sample
Bayesian density estimates for univariate continuous random samples are provided using the Bayesian inference engine paradigm. The engine options are: Hamiltonian Monte Carlo, the no U-turn sampler, semiparametric mean field variational Bayes and slice sampling. The methodology is described in Wand and Yu (2020) <arXiv:2009.06182>.