Bayesian Estimation of Mixture Models with Prespecified Elements to Compare Drug Resistance in Treatment-Naïve and Experienced Tuberculosis Cases.
Alane IzuTed CohenVictor DeGruttolaPublished in: PLoS Comput. Biol. (2013)
Keyphrases
- mixture model
- bayesian estimation
- drug resistance
- gaussian mixture model
- em algorithm
- bayesian classifiers
- probabilistic model
- expectation maximization
- model selection
- generative model
- maximum likelihood
- posterior distribution
- language model
- unsupervised learning
- logistic regression
- closed form
- probability density function
- hidden variables
- bayesian networks