A Gibbs Sampling-based approach for parameter estimation of the EGK distribution.
Moataz M. H. El AyadiMahmoud H. IsmailPublished in: Signal Process. (2021)
Keyphrases
- parameter estimation
- gibbs sampling
- maximum likelihood
- approximate inference
- em algorithm
- model selection
- least squares
- expectation maximization
- markov random field
- parameter estimation algorithm
- markov chain monte carlo
- collapsed gibbs sampling
- random fields
- higher order
- posterior distribution
- structure learning
- markov chain
- gaussian distribution
- belief networks