Discretized Gaussian mixture for genotyping of microsatellite loci containing homopolymer runs.
Hongseok TaeDong-Yun KimJohn McCormickRobert E. SettlageHarold R. GarnerPublished in: Bioinform. (2014)
Keyphrases
- gaussian mixture
- genome wide
- gaussian mixture model
- mixtures of gaussians
- em algorithm
- genome wide association studies
- covariance matrix
- expectation maximization
- high throughput
- closed form
- probability density function
- mixture model
- density estimation
- gaussian density
- mixture of gaussians
- gaussian densities
- human genome
- probability density
- unsupervised learning
- principal component analysis
- objective function
- feature extraction