Nonparametric inference via bootstrapping the debiased estimator
Work
Year: 2019
Type: article
Abstract: In this paper, we propose to construct confidence bands by bootstrapping the debiased kernel density estimator (for density estimation) and the debiased local polynomial regression estimator (for regr... more
Source: Electronic Journal of Statistics
Authors Gang Cheng, YenâChi Chen
Institution University of Washington
Cites: 79
Cited by: 21
Related to: 10
FWCI: 2.713
Citation percentile (by year/subfield): 90.47
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: gold
APC paid (est): $675