Variable selection in generalized estimating equations via empirical likelihood and Gaussian pseudo-likelihood.
Jianwen XuJiamao ZhangLiya FuPublished in: Commun. Stat. Simul. Comput. (2019)
Keyphrases
- variable selection
- pseudo likelihood
- markov blanket
- maximum likelihood
- markov networks
- log likelihood
- probabilistic graphical models
- high dimensional
- random fields
- cross validation
- bayes nets
- model selection
- dimension reduction
- graphical models
- feature selection
- machine learning
- information theoretic
- parameter estimation
- high dimensional data
- gaussian distribution
- first order logic
- training set
- em algorithm
- artificial neural networks
- computer vision