Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1154566 | Statistics & Probability Letters | 2008 | 10 Pages |
Abstract
Consider the wavelet estimator of a nonparametric fixed design regression function when errors are strictly stationary and associated random variables. We establish pointwise weak consistency and uniformly asymptotic normality of wavelet estimator of regression function. We give rates of uniformly asymptotic normality for associated samples. The rates are near nâ1/4 and nâ1/6 when their third moments are finite for NA and PA cases, respectively.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Yongming Li, Shanchao Yang, Yong Zhou,