A fast approximate EM algorithm for joint models of survival and multivariate longitudinal data.
James MurrayPete PhilipsonPublished in: Comput. Stat. Data Anal. (2022)
Keyphrases
- em algorithm
- expectation maximization
- parameter estimation
- incomplete data
- maximum likelihood
- mixture model
- hidden variables
- generative model
- finite mixture models
- expectation maximisation
- probabilistic model
- finite mixtures
- gaussian mixture model
- mixture modeling
- gaussian mixture
- maximum likelihood estimation
- likelihood function
- unsupervised learning
- likelihood maximization
- model selection
- probabilistic principal component analysis
- machine learning
- gibbs sampling
- statistical model
- regression model