Bayesian Statistics: Mixture Models
- Basic concepts on Mixture Models
- This module defines mixture models, discusses its properties, and develops the likelihood function for a random sample from a mixture model that will be the basis for statistical learning.
- Maximum likelihood estimation for Mixture Models
- Bayesian estimation for Mixture Models
- Applications of Mixture Models
- Practical considerations