Paper Title:
Haar Wavelets in Data Analysis
  Abstract

One century ago (1910), the Hungarian mathematician Alfred Haar introduced the simplest wavelets in approximation theory, which are now known as the Haar wavelets. This type of wavelets can effectively be used to fit data in statistical applications. It is well known that for a general regression model, it is not easy to write estimations of its parameters in analytical forms. However, regression models generated from the Haar wavelets are easy to compute. In this article, we introduce how to use the Haar wavelets to formulate regression models and to fit data. In addition, we mention some variations of the Haar wavelets and their possible applications.

  Info
Periodical
Advanced Materials Research (Volumes 121-122)
Edited by
Donald C. Wunsch II, Honghua Tan, Dehuai Zeng, Qi Luo
Pages
346-349
DOI
10.4028/www.scientific.net/AMR.121-122.346
Citation
Y. Q. Sun, Y. T. Jiang, Y. G. Tian, "Haar Wavelets in Data Analysis", Advanced Materials Research, Vols. 121-122, pp. 346-349, 2010
Online since
June 2010
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Price
$32.00
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