Performance Bounds for Parameter Estimation under Misspecified Models: Fundamental Findings and Applications.
Stefano FortunatiFulvio GiniMaria S. GrecoChrist D. RichmondPublished in: IEEE Signal Process. Mag. (2017)
Keyphrases
- parameter estimation
- statistical models
- model selection
- maximum likelihood
- random fields
- least squares
- model fitting
- em algorithm
- estimation problems
- expectation maximization
- markov random field
- parameter values
- parameter estimation algorithm
- probabilistic model
- maximum likelihood estimation
- posterior distribution
- approximate inference
- markov chain monte carlo
- parameters estimation
- gibbs sampling
- parameter estimates
- image sequences