Lasso Estimation of an Interval-Valued Multiple Regression Model.
Marta García-BárzanaAna ColubiErricos John KontoghiorghesPublished in: SMPS (2014)
Keyphrases
- utility function
- regression model
- generalized linear models
- interval valued
- group lasso
- model selection
- decision problems
- semi parametric
- fuzzy sets
- regression methods
- real valued
- linear regression model
- logistic regression
- representation scheme
- explanatory variables
- feature selection
- neural network
- regression analysis
- partially ordered
- linear regression
- group decision making
- fuzzy logic
- multivariate regression
- bayesian networks
- interval valued data
- variable selection
- aggregation operators
- least squares
- multiscale
- genetic algorithm