Bayesian parameter estimation for asymmetric power distributions.
Alexandre BaussardJean-Yves TourneretPublished in: EUSIPCO (2015)
Keyphrases
- parameter estimation
- maximum likelihood
- metropolis hastings algorithm
- posterior distribution
- least squares
- markov chain monte carlo
- bayesian model selection
- exponential family
- em algorithm
- markov random field
- approximate inference
- random fields
- statistical models
- gaussian distribution
- probability distribution
- model selection
- expectation maximization
- covariance matrices
- gibbs sampling
- maximum likelihood estimates
- estimation problems
- parameter values
- model fitting
- maximum likelihood estimation
- parameter estimation algorithm
- parameter estimates
- bayesian networks
- likelihood function
- parameters estimation
- proposal distribution
- computer vision
- posterior probability