Finite Population Regression Adjustment and Non-asymptotic Guarantees for Treatment Effect Estimation.
Mehrdad GhadiriDavid ArbourTung MaiCameron MuscoAnup B. RaoPublished in: NeurIPS (2023)
Keyphrases
- nonparametric regression
- linear regression
- ordinary least squares
- regression model
- estimation problems
- regression algorithm
- semi parametric
- least squares
- polynomial regression
- robust regression
- accurate estimation
- regression analysis
- regression method
- estimation accuracy
- robust estimation
- real valued functions
- locally weighted
- estimation algorithm
- medical treatment
- estimation error
- multi objective