Parameter motivated mutual correlation analysis: Application to the study of currency exchange rates based on intermittency parameter and Hurst exponent

► Object oriented analysis of correlation of time series or equivalent structures. ► Sliding window technique applied to time series or ordered data sets. ► A new type of correlation measure is defined. ► Study of currency exchange rates using Hurst exponent and intermittency parameter.