Abstract | ||
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This paper considers point-wise estimation of density functions under the local anisotropic Hölder condition by the wavelet method. A linear wavelet estimate is first introduced and shown to be optimal. A data driven version is provided for adaptivity and the influence of the dimension is reduced under the independence structure of the estimated density. |
Year | DOI | Venue |
---|---|---|
2019 | 10.1016/j.jmva.2018.11.014 | Journal of Multivariate Analysis |
Keywords | Field | DocType |
62G07,62G20,42C40 | Applied mathematics,Data-driven,Anisotropy,Hölder condition,Statistics,Mathematics,Wavelet | Journal |
Volume | ISSN | Citations |
171 | 0047-259X | 0 |
PageRank | References | Authors |
0.34 | 0 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Youming Liu | 1 | 7 | 2.68 |
Cong Wu | 2 | 0 | 0.68 |