Penalized Quadratic Inference Function-Based Variable Selection for Generalized Partially Linear Varying Coefficient Models with Longitudinal Data.
Jinghua ZhangLiugen XueLuca FaesPublished in: Comput. Math. Methods Medicine (2020)
Keyphrases
- variable selection
- linear models
- model selection
- input variables
- cross validation
- high dimensional
- logistic regression models
- pairwise
- maximum likelihood
- machine learning
- probabilistic model
- nearest neighbor
- linear model
- dimension reduction
- stepwise regression
- group lasso
- objective function
- neural network
- logistic regression
- principal component analysis
- bayesian networks
- data mining
- data sets