Estimation and regularization techniques for regression models with multidimensional prediction functions.
Matthias SchmidSergej PotapovAnnette B. PfahlbergTorsten HothornPublished in: Stat. Comput. (2010)
Keyphrases
- regression model
- prediction model
- prediction intervals
- linear regression model
- generalized linear models
- target variable
- multiple linear regression
- regression analysis
- model selection
- survival analysis
- regression methods
- prediction accuracy
- multivariate regression
- projection operator
- linear model
- independent variables
- support vector regression
- gaussian process
- parameter estimation
- regression method
- explanatory variables
- density estimation
- forecasting model
- response variable
- linear regression
- software reliability
- control system
- interval valued data