Asymptotic Behavior of Bandwidth Selected by the Cross-Validation Method for Local Polynomial Fitting
By Yingcun Xia, Wai Keung Li. 2002
53 citations recorded by the source corpus.
Subfields: Control and Systems Engineering, Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/b905c9319b9b14ee685e72ddd1e6e48a3fc027cd
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Control and Systems Engineering
- Jeffrey S. Racine
- Qi Li
- Daniela M. Witten
- Axel Munk
- Ali Shojaie
- Nicolai Bissantz
- Shizhe Chen
- Niels Richard Hansen
In Statistics and Probability
- Jeffrey S. Racine
- Qi Li
- Ali Shojaie
- Daniela M. Witten
- Axel Munk
- Nicolai Bissantz
- Thorsten Hohage
- Shizhe Chen
Citations in the corpus
- Consistency and rates of convergence of nonlinear Tikhonov regularization with random noise (2004, background): “Recently, Xia & Li [40] proved that for the local polynomial estimator hopt can be consistently estimated by cross validation, which consists in minimizing the distance LSCV (h) := n−1 n ∑”
- CROSS-VALIDATED LOCAL LINEAR NONPARAMETRIC REGRESSION (2004, methodology): “After the submission of this paper, a work by Xia and Li (2002) was brought to our attention in which they study the asymptotic behavior of cross-validated bandwidth selection for local polynomial fitting in a time series regression model with a univariate continuous regressor; our paper differs…”
- Network Reconstruction From High-Dimensional Ordinary Differential Equations (2016, background): “Cunningham, J. P. and M. Y. Byron (2014). Dimensionality reduction for large-scale neural recordings. Nature neuroscience 17(11), 1500–1509. Dattner, I. and C. A. J. Klaassen (2015). Optimal rate of direct estimators in systems of ordinary differential equations linear in functions of the parameters”