Principal Components Analysis for Semimartingales and Stochastic PDE

Alberto Ohashi, Alexandre B Simas

In this work, we develop a novel principal component analysis (PCA) for semimartingales by introducing a suitable spectral analysis for the quadratic variation operator. Motivated…