EREM: Parameter Estimation and Ancestral Reconstruction by Expectation-Maximization Algorithm for a Probabilistic Model of Genomic Binary Characters Evolution.
Liran CarmelYuri I. WolfIgor B. RogozinEugene V. KooninPublished in: Adv. Bioinformatics (2010)
Keyphrases
- expectation maximization
- parameter estimation
- probabilistic model
- em algorithm
- maximum likelihood
- mixture model
- maximum likelihood estimation
- generative model
- model fitting
- k means
- least squares
- markov random field
- parameter estimation algorithm
- maximum a posteriori
- bayesian framework
- parameters estimation
- model selection
- statistical models
- posterior distribution
- likelihood function
- parameter learning
- similarity measure
- bayesian model selection
- random fields
- probability density function
- bayesian networks
- estimation algorithm
- image reconstruction