Development of robust Özkale-Kaçiranlar and Yang-Chang estimators for regression models in the presence of multicollinearity and outliers.
Fuad A. AwwadIssam DawoudMohamed Reda AbonazelPublished in: Concurr. Comput. Pract. Exp. (2022)
Keyphrases
- regression model
- explanatory variables
- robust estimators
- robust estimation
- regression methods
- model selection
- robust regression
- regression analysis
- linear regression model
- development process
- case study
- kernel regression
- robust statistics
- prediction model
- multiple linear regression
- survival analysis
- robust estimator
- multivariate regression
- regression trees
- independent variables
- generalized linear
- high dimensional
- feature selection