Quasi-Monte Carlo method in population genetics parameter estimation.
Hongmei ChiPeter BeerliPublished in: Math. Comput. Simul. (2014)
Keyphrases
- parameter estimation
- monte carlo method
- population genetics
- posterior distribution
- genetic algorithm
- maximum likelihood estimation
- broad spectrum
- markov chain
- maximum likelihood
- least squares
- bayesian learning
- monte carlo
- markov chain monte carlo
- model selection
- em algorithm
- parameter estimation algorithm
- markov random field
- parameter values
- approximate inference
- island model
- random fields
- expectation maximization
- evolutionary algorithm
- fitness function
- maximum a posteriori
- hyperparameters
- neural network
- learning machines
- population size
- image processing
- mathematical models
- cross validation
- higher order
- probability distribution
- prior model
- artificial neural networks
- machine learning