Bayesian estimation of scaled mutation rate under the coalescent: a sequential Monte Carlo approach.
Oyetunji E. OgundijoXiaodong WangPublished in: BMC Bioinform. (2017)
Keyphrases
- bayesian estimation
- sequential monte carlo
- mutation rate
- posterior distribution
- population size
- evolutionary algorithm
- fitness function
- genetic algorithm
- probability distribution
- fitness landscape
- population dynamics
- particle filter
- latent variables
- visual tracking
- bayesian framework
- posterior probability
- parameter estimation
- particle filtering
- hyperparameters
- genetic programming
- parameter settings
- maximum a posteriori
- hidden variables
- markov chain
- bayesian networks
- machine learning
- pairwise
- importance sampling
- gaussian distribution
- cross validation
- em algorithm