Variable Bandwidth and Local Linear Regression

By Jianqing Fan, Irène Gijbels. 1991

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Susan Athey
2. Stefan Wager
3. Rina Friedberg
4. Julie Tibshirani
5. Qingliang Fan
6. Yu‐Chin Hsu
7. Victor Chernozhukov
8. Robert P. Lieli

Citations in the corpus

• Local Linear Forests (2018, methodology): “Cleveland (1979) expanded on this by introducing robust locally weighted regression, and Fan and Gijbels (1992) gave a variable bandwidth version.”
• Estimation of Conditional Average Treatment Effects With High-Dimensional Data (2019, methodology): “We use the local linear smoother studied by Fan (1992, 1993) and Fan and Gijbels (1992) to estimate τ0(x1) in the second stage.”