the evolution of the financial world. Time series and processes are the natural tools for describing the dynamic behavior …-frequency volatility estimators, market risk evaluation, covariance estimation and multivariate extensions of the processes. The book … and continues to be engaged in research on many topics in finance. His primary areas of interest are volatility, ARCH …