pbExplains the mathematics, theory, and methods of Big Data as applied to finance and investingbp pData science has fundamentally changed Wall Street--applied mathematics and software code are increasingly driving finance and investment-decision tools. iBig Data Science in Financei examines the mathematics, theory, and practical use of the revolutionary techniques that are transforming the industry. Designed for mathematically-advanced students and discerning financial practitioners alike, this energizing book presents new, cutting-edge content based on world-class research taught in the leading Financial Mathematics and Engineering programs in the world. Marco Avellaneda, a leader in quantitative finance, and quantitative methodology author Irene Aldridge help readers harness the power of Big Data.p pComprehensive in scope, this book offers in-depth instruction on how to separate signal from noise, how to deal with missing data values, and how to utilize Big Data techniques in decisio