BayesPostEst: An R Package to Generate Postestimation Quantities for Bayesian MCMC Estimation.
Shana ScoginJohannes KarrethAndreas BegerRob WilliamsPublished in: J. Open Source Softw. (2019)
Keyphrases
- markov chain monte carlo
- posterior distribution
- bayesian inference
- posterior probability
- parameter estimation
- bayesian estimation
- importance sampling
- markov chain
- bayesian networks
- accurate estimation
- monte carlo
- markov random field prior
- bayesian decision
- estimation accuracy
- sampling algorithm
- automatically generate
- estimation algorithm
- maximum likelihood
- maximum likelihood estimation
- bayesian learning
- bayesian framework
- data driven
- generation method
- random sampling
- particle filtering
- estimation process
- proposal distribution
- probabilistic model
- weighted sums
- metropolis hastings algorithm
- neural network