An implementation of the Expectation-Maximisation (EM) algorithm for population pharmacokinetic-pharmacodynamic modelling in ACSLXTREME.
James W. T. YatesPublished in: Comput. Methods Programs Biomed. (2009)
Keyphrases
- expectation maximisation
- em algorithm
- maximum likelihood
- expectation maximization
- mixture model
- parameter estimation
- gaussian mixture model
- maximum likelihood estimation
- generative model
- likelihood function
- log likelihood
- maximum a posteriori
- density estimation
- incomplete data
- gaussian mixture
- mixture modeling
- probability distribution
- likelihood maximization
- computer vision
- penalized likelihood
- gibbs sampling
- parameter learning
- clustering algorithm