Bayesian cyclic bounds for periodic parameter estimation.
Eyal NitzanJoseph TabrikianTirza RouttenbergPublished in: CAMSAP (2013)
Keyphrases
- parameter estimation
- maximum likelihood
- posterior distribution
- bayesian model selection
- markov chain monte carlo
- least squares
- upper bound
- markov random field
- expectation maximization
- model selection
- statistical models
- em algorithm
- parameter estimation algorithm
- metropolis hastings algorithm
- markov fields
- maximum likelihood estimation
- structure learning
- approximate inference
- random fields
- parameter values
- bayesian networks
- bayesian inference
- machine learning
- model fitting
- parameter estimates
- maximum likelihood estimates
- parameters estimation
- particle physics
- posterior probability
- maximum a posteriori
- clustering algorithm