On detecting the dependence of time series

Details On detecting the dependence of time series On detecting the dependence of time series

2010-10-13

arxiv.org/abs/1010.2576v1

Communications in Statistics - Theory and Methods. 2012, Volume 41, Issue 5. pp. 934-942

Economy

Quantitative Finance

Statistical Finance

Scientific paper

10.1080/03610926.2010.530373

This short note suggests a heuristic method for detecting the dependence of random time series that can be used in the case when this dependence is relatively weak and such that the traditional methods are not effective. The method requires to compare some special functionals on the sample characteristic functions with the same functionals computed for the benchmark time series with a known degree of correlation. Some experiments for financial time series are presented.

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