On the choice of the number of blocks with the incremental EM algorithm for the fitting of normal mixtures.
Shu-Kay NgGeoffrey J. McLachlanPublished in: Stat. Comput. (2003)
Keyphrases
- em algorithm
- expectation maximization
- mixture model
- maximum likelihood
- parameter estimation
- gaussian mixture
- gaussian mixture model
- mixture components
- maximum likelihood estimation
- generative model
- mixture distribution
- probability density function
- maximum a posteriori
- likelihood function
- probabilistic model
- density estimation
- model based clustering
- multi modal