Linear response based parameter estimation in the presence of model error.
He ZhangJohn HarlimXiantao LiPublished in: J. Comput. Phys. (2021)
Keyphrases
- parameter estimation
- em algorithm
- parameter values
- maximum likelihood
- least squares
- statistical models
- model fitting
- probabilistic model
- random fields
- prior knowledge
- model selection
- markov random field
- closed form
- linear model
- parameters estimation
- gibbs sampling
- image processing
- parameter estimation algorithm
- likelihood function
- mrf model
- linear models
- maximum likelihood estimation
- bayesian framework