Estimation of CAR processes observed in noise using Bayesian inference.
Panagiotis GiannopoulosSimon J. GodsillPublished in: ICASSP (2001)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- estimation error
- bayesian model
- statistical inference
- bayesian models
- variational bayes
- noise level
- variational inference
- particle filter
- signal to noise ratio
- hierarchical bayesian
- weighted model counting
- probabilistic modeling
- variational approximation
- density estimation
- noise reduction
- data sets
- prior distribution