A semi-parametric approach for mixture models: Application to local false discovery rate estimation.
Stéphane RobinAvner Bar-HenJean-Jacques DaudinLaurent PierrePublished in: Comput. Stat. Data Anal. (2007)
Keyphrases
- mixture model
- semi parametric
- density estimation
- generative model
- model selection
- false discovery rate
- probability density function
- probabilistic model
- gaussian mixture model
- em algorithm
- maximum likelihood
- constrained optimization
- statistical inference
- machine learning
- expectation maximization
- learning process
- training data
- parametric models
- regression problems
- image segmentation