Monte Carlo EM algorithm in logistic linear models involving non-ignorable missing data.
Jeong-Soo ParkGuoqi Q. QianYuna JunPublished in: Appl. Math. Comput. (2008)
Keyphrases
- monte carlo
- linear models
- missing data
- em algorithm
- incomplete data
- expectation maximization
- maximum likelihood
- linear model
- gaussian processes
- variable selection
- hyperparameters
- parameter estimation
- missing values
- low rank
- generative model
- markov chain
- linear regression
- particle filter
- maximum a posteriori
- bayesian networks
- probabilistic model
- density estimation
- pairwise
- decision trees
- state space