A statistical perspective of sampling scores for linear regression.
Siheng ChenRohan VarmaAarti SinghJelena KovacevicPublished in: ISIT (2016)
Keyphrases
- linear regression
- least squares
- imbalanced data
- kernel density estimators
- multivariate regression
- regression methods
- regression problems
- ridge regression
- linear regression model
- nonlinear regression
- statistical models
- statistical significance
- statistical tests
- generalized linear models
- statistical methods
- linear models
- sample size
- regression method
- statistical analysis
- predictor variables
- locally weighted
- regression trees
- random sampling
- sampling algorithm
- confidence intervals
- decision trees