Mixture Model for Sub-Phenotyping in GWAS.
David Warde-FarleyMichael BrudnoQuaid MorrisAnna GoldenbergPublished in: Pacific Symposium on Biocomputing (2012)
Keyphrases
- mixture model
- em algorithm
- gaussian mixture model
- generative model
- probabilistic model
- model selection
- unsupervised learning
- density estimation
- language model
- maximum likelihood
- genome wide association studies
- expectation maximization
- probabilistic mixture model
- dirichlet processes
- sequence data
- model based clustering
- finite mixture model
- probability density function
- mixture modeling
- prior knowledge
- data mining