Using the EM algorithm for inference in a mixture of distributions with censored but partially identifiable data.
Alberto Contreras-CristánPublished in: Comput. Stat. Data Anal. (2007)
Keyphrases
- em algorithm
- expectation maximization
- mixture model
- gaussian mixture model
- probability distribution
- incomplete data
- finite mixture models
- data analysis
- parameter estimation
- dirichlet process
- gibbs sampling
- hidden variables
- missing data
- training data
- maximum likelihood
- probabilistic model
- prior knowledge
- bayesian framework
- generative model
- gaussian mixture
- model selection
- likelihood function
- finite mixtures