Selecton 2007: advanced models for detecting positive and purifying selection using a Bayesian inference approach.
Adi SternAdi Doron-FaigenboimElana ErezEric MartzEran BacharachTal PupkoPublished in: Nucleic Acids Res. (2007)
Keyphrases
- bayesian inference
- probabilistic model
- gibbs sampler
- statistical inference
- hidden variables
- variational inference
- bayesian models
- pairwise
- bayesian model
- prior distribution
- probabilistic modeling
- statistical models
- hyperparameters
- markov chain monte carlo
- bayesian networks
- expectation propagation
- variational bayes
- variational approximation
- inference process
- structured prediction
- random fields
- prior knowledge
- reinforcement learning