Maximum Likelihood-Based Estimation of Finite Multivariate Libby-Novick Beta Mixture Models in Medical Applications.
Niloufar SamieeNarges ManouchehriNizar BouguilaPublished in: ICIT (2023)
Keyphrases
- mixture model
- maximum likelihood
- em algorithm
- density estimation
- parameter estimation
- maximum likelihood estimation
- finite mixtures
- expectation maximization
- gaussian mixture model
- finite mixture models
- likelihood function
- mixture modeling
- maximum likelihood estimator
- probability density function
- probability density
- gaussian distribution
- maximum a posteriori
- dirichlet distribution
- probabilistic model
- hyperparameters
- exponential family
- generative model
- model selection
- automatic model selection
- mixture of gaussians
- bayesian information criterion
- density function
- language model
- information retrieval