Comparison of Bayesian and maximum-likelihood inference of population genetic parameters.
Peter BeerliPublished in: Bioinform. (2006)
Keyphrases
- maximum likelihood
- parameter learning
- parameter estimation
- likelihood function
- maximum likelihood estimation
- em algorithm
- expectation maximization
- bayesian networks
- hyperparameters
- maximum a posteriori
- mixture model
- bayesian model
- gaussian distribution
- bayesian inference
- maximum likelihood estimator
- genetic algorithm
- maximum parsimony
- variational bayes
- exponential family
- neural network
- synthetic aperture radar
- probabilistic inference
- belief networks
- model selection
- least squares