This book presents the recent advances in financial econometrics. From a survey of mathematical and statistical tools for understanding nonlinear Markov processes to an exploration of the time-series evolution of the risk-return tradeoff for stock market investment, noted the authors benchmark the current state of knowledge while contributors build a framework for its growth.