Summary statistics and discrepancy measures for approximate Bayesian computation via surrogate posteriors.
Florence ForbesHien Duy NguyenTrungTin NguyenJulyan ArbelPublished in: Stat. Comput. (2022)
Keyphrases
- summary statistics
- posterior probability
- posterior distribution
- bayesian inference
- efficient computation
- bayesian networks
- exact computation
- efficiently computing
- probability distribution
- parameter estimation
- data sets
- markov networks
- bayesian estimation
- databases
- neural network
- numerical integration
- pre computed
- probabilistic model
- high dimensional
- data streams
- decision trees