Abstract
This article presents a new way to measure the volatility of financial time series, which is shown to be on a par with arc length for such endeavors. An application involving the clustering of 30 prominent stocks is presented as well.
Acknowledgments
The authors wish to give special thanks to Dr. Gauri Guha for his assistance with this project.