We explore the use of principal differential analysis as a tool for performing dimensional reduction of functional data sets. In particular, we compare the results provided by principal differential analysis and by functional principal component analysis in the dimensional reduction of three...

In recent decades, mathematical motivated financial models have been used to understand the complexity and intermittent nature of financial market instruments. Typically, applied mathematics models a physical system by specifying and quantifying the physical laws to which the process should...