Estimating error models for whole genome sequencing using mixtures of Dirichlet-multinomial distributions.
Steven H. WuRachel SchwartzDavid J. WinterDonald F. ConradReed A. CartwrightPublished in: Bioinform. (2017)
Keyphrases
- exponential family
- probabilistic model
- dirichlet distribution
- mixture model
- maximum likelihood
- em algorithm
- error rate
- parametric models
- probability distribution
- text classification
- dirichlet processes
- negative binomial
- statistical model
- factor analyzers
- gaussian distribution
- microarray
- complex systems
- parameter estimation
- model selection
- expectation maximization