A dynamic hybrid model based on wavelets and fuzzy regression for time series estimation

Details A dynamic hybrid model based on wavelets and fuzzy regression for time series estimation A dynamic hybrid model based on wavelets and fuzzy regression for time series estimation

2011-02-17

arxiv.org/abs/1102.3702v1

Economy

Quantitative Finance

Statistical Finance

15 pages, 15 figures, 2 tables

Scientific paper

In the present paper, a fuzzy logic based method is combined with wavelet decomposition to develop a step-by-step dynamic hybrid model for the estimation of financial time series. Empirical tests on fuzzy regression, wavelet decomposition as well as the new hybrid model are conducted on the well known $SP500$ index financial time series. The empirical tests show an efficiency of the hybrid model.

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