Bayesian Inference in Auditing with Partial Prior Information Using Maximum Entropy Priors.
María Martel-EscobarFrancisco-José Vázquez-PoloAgustín Hernández-BastidaPublished in: Entropy (2018)
Keyphrases
- prior information
- maximum entropy
- bayesian inference
- maximum entropy principle
- prior knowledge
- hyperparameters
- prior distribution
- bayesian model
- random fields
- minimum cross entropy
- principle of maximum entropy
- prior models
- prior probabilities
- transformation based learning
- hierarchical bayesian
- markov networks
- conditional random fields
- hidden variables
- variational inference
- iterative scaling
- gaussian process
- expectation propagation
- information extraction
- state space
- optimal solution