Asymptotic Degradation of Linear Regression Estimates With Strategic Data Sources.
Nicolas GastPatrick LoiseauPanayotis MertikopoulosBenjamin RoussillonPublished in: CoRR (2021)
Keyphrases
- linear regression
- data sources
- least squares
- regression methods
- regression problems
- linear regression model
- confidence intervals
- data model
- ridge regression
- kernel regression
- loss bounds
- worst case
- linear models
- locally weighted
- generalized linear models
- databases
- regression method
- regression trees
- database systems
- statistically significant