Parameter estimation in models generated by SDEs with symmetric alpha-stable noise.
D. O. IvanenkoRostyslav Vadymovych PogorielovPublished in: Int. J. Comput. Math. (2023)
Keyphrases
- parameter estimation
- statistical models
- model selection
- maximum likelihood
- parameter values
- random fields
- least squares
- probabilistic model
- model fitting
- markov random field
- em algorithm
- parameter estimation algorithm
- expectation maximization
- parameter estimates
- posterior distribution
- maximum likelihood estimation
- estimation problems
- structure learning
- prior knowledge
- markov chain monte carlo
- parameter learning
- image restoration
- generative model
- image processing