A Regression Analysis Model Based on Wavelet Networks

Xiong Zheng-feng · 系统科学与系统工程学报(英文版) · 2002

In this paper, an approach is proposed to combine wavelet networks and techniques of regression analysis. The resulting wavelet regression estimator is well suited for regression estimation of moderately large dimension, in particular for regressions with localized irregularities.

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