Please use this identifier to cite or link to this item:
https://hdl.handle.net/10316/11422
Title: | Almost optimal convergence rates for kernel density estimation under association | Authors: | Henriques, Carla Oliveira, Paulo Eduardo |
Keywords: | Kernel estimation; Association; Exponential rates; Diagonal decomposition | Issue Date: | 2004 | Publisher: | Centro de Matemática da Universidade de Coimbra | Citation: | Pré-Publicações DMUC. 04-06 (2004) | Abstract: | Exponential inequalities for associated variables are derived under an assumption milder than the absolute continuity of joint distributions of the sample variables. This inequality is used to prove convergence rates for the kernel estimator for the density which are just slightly slower than the optimal rates known form independent samples. | URI: | https://hdl.handle.net/10316/11422 | Rights: | openAccess |
Appears in Collections: | FCTUC Matemática - Artigos em Revistas Nacionais |
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Almost optimal convergence rates for kernel.pdf | 147.86 kB | Adobe PDF | View/Open |
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