Bayesian Parameter Estimation Using Single-Bit Dithered Quantization.
Georg ZeitlerGerhard KramerAndrew C. SingerPublished in: IEEE Trans. Signal Process. (2012)
Keyphrases
- parameter estimation
- maximum likelihood
- posterior distribution
- least squares
- em algorithm
- model selection
- statistical models
- parameter estimation algorithm
- bayesian model selection
- markov chain monte carlo
- random fields
- expectation maximization
- markov random field
- uniform quantization
- metropolis hastings algorithm
- maximum likelihood estimation
- approximate inference
- parameter values
- model fitting
- parameter estimates
- particle physics
- estimation problems
- hidden markov models
- higher order
- markov fields
- background knowledge