Title of article
On Consistency in Nonparametric Estimation under Mixing Conditions
Author/Authors
Irle، نويسنده , , A.، نويسنده ,
Issue Information
دوفصلنامه با شماره پیاپی سال 1997
Pages
25
From page
123
To page
147
Abstract
In this paper a method for obtaining a.s. consistency in nonparametric estimation is presented which only requires the handling of covariances. This method is applied to kernel density estimation and kernel and nearest neighbour regression estimation. It leads to conditions for a.s. consistency which relax known conditions and include long-range dependence.
Keywords
Nonparametric estimation , Consistency , Mixing , Kernel Estimation , nearest neighbour estimation
Journal title
Journal of Multivariate Analysis
Serial Year
1997
Journal title
Journal of Multivariate Analysis
Record number
1557421
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