cosmoabc: Likelihood-free inference via Population Monte Carlo Approximate Bayesian Computation.
Emille E. O. IshidaSandro D. P. VitentiMariana Penna-LimaJessi CisewskiRafael S. de SouzaArlindo M. M. TrindadeEwan CameronVinicius C. BustiPublished in: Astron. Comput. (2015)
Keyphrases
- monte carlo
- markov chain monte carlo
- monte carlo methods
- maximum likelihood
- matrix inversion
- bayesian networks
- bayesian inference
- policy evaluation
- monte carlo simulation
- importance sampling
- markov chain
- posterior probability
- monte carlo method
- monte carlo tree search
- markovian decision
- temporal difference
- probabilistic inference
- simulation study
- adaptive sampling
- particle filter
- graphical models
- stochastic approximation
- optimal strategy
- variance reduction
- game tree
- bayesian learning
- posterior distribution
- generative model
- search algorithm