A New Combined Approach for Inference in High-Dimensional Regression Models with Correlated Variables.
Niharika GaurahaSwapan K. ParuiPublished in: DKB/KIK@KI (2017)
Keyphrases
- regression model
- high dimensional
- generalized linear models
- target variable
- explanatory variables
- variable selection
- independent variables
- model selection
- regression methods
- regression analysis
- input variables
- response variable
- linear regression model
- prediction model
- predictor variables
- linear model
- multiple linear regression
- multivariate regression
- high dimensionality
- regression trees
- dimensionality reduction
- data points
- regression method
- decision trees
- logistic regression
- low dimensional
- neural network
- statistical tests
- linear regression models
- bayesian networks
- nearest neighbor
- extreme values
- cross validation
- dynamic bayesian networks
- bayesian inference