Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1151912 | Statistics & Probability Letters | 2013 | 10 Pages |
Abstract
In this paper we establish moderate deviations of regression function estimator on functional data. The pointwise moderate deviation principles of Nadaraya-Watson type estimator is considered by exponential equivalence. Depending on the Vapnik-Chervonenkis size of the class, the uniform moderate deviations are also obtained.
Keywords
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Qiaojing Liu, Shoujiang Zhao,