Modal regression statistical inference for longitudinal data semivarying coefficient models: Generalized estimating equations, empirical likelihood and variable selection.
Kangning WangShaomin LiXiaofei SunLu LinPublished in: Comput. Stat. Data Anal. (2019)
Keyphrases
- model selection
- statistical inference
- variable selection
- cross validation
- linear models
- regression model
- input variables
- statistical learning
- graphical models
- parameter estimation
- stepwise regression
- machine learning
- statistical methods
- contingency tables
- linear regression
- probabilistic model
- statistical models
- bayesian inference
- statistical model
- gaussian processes
- regression problems
- support vector
- group lasso
- machine learning algorithms
- linear model
- unsupervised learning
- prior knowledge
- feature extraction