Parameter estimation for a type of nonlinear stochastic models observed with error.
Wei GuHulin WuHongyu MiaoHongqi XuePublished in: Comput. Stat. Data Anal. (2014)
Keyphrases
- parameter estimation
- stochastic models
- stochastic processes
- stochastic model
- random fields
- maximum likelihood
- markov random field
- least squares
- model selection
- em algorithm
- parameter estimation algorithm
- statistical models
- expectation maximization
- marginal distributions
- approximate inference
- maximum likelihood estimation
- structure learning
- topic models
- machine learning
- higher order
- special case
- image sequences