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A comprehensive introduction to the statistical and econometric methods for analyzing highfrequency financial dataHighfrequency trading is an algorithmbased computerized trading practice that allows firms to trade stocks in milliseconds. Over the last fifteen years, the use of statistical and econometric methods for analyzing highfrequency financial data has grown exponentially. This growth has been driven by the increasing availability of such data, the technological advancements that make highfrequency trading strategies possible, and the need of practitioners to analyze these data. This comprehensive book introduces readers to these emerging methods and tools of analysis.Yacine AtSahalia and Jean Jacod cover the mathematical foundations of stochastic processes, describe the primary characteristics of highfrequency financial data, and present the asymptotic concepts that their analysis relies on. AtSahalia and Jacod also deal with estimation of the volatility portion of the model, including methods that are robust to market microstructure noise, and address estimation and testing questions involving the jump part of the model. As they demonstrate, the practical importance and relevance of jumps in financial data are universally recognized, but only recently have econometric methods become available to rigorously analyze jump processes.AtSahalia and Jacod approach highfrequency econometrics with a distinct focus on the financial side of matters while maintaining technical rigor, which makes this book invaluable to researchers and practitioners alike.
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