Parameter Estimation of Change Point Models based on the Discrete and Continuous Sampler.
Xiaopeng XuChuancai LiuXiaochun ZhangPublished in: QRS Companion (2021)
Keyphrases
- parameter estimation
- statistical models
- markov chain monte carlo
- model selection
- random fields
- maximum likelihood
- posterior distribution
- model fitting
- least squares
- estimation problems
- em algorithm
- change point
- markov random field
- parameter estimates
- approximate inference
- parameter estimation algorithm
- expectation maximization
- maximum a posteriori
- graphical models
- probabilistic model
- computer vision