(Read Now) Quantitative Portfolio Management: The Art and Science of Statistical Arbitrage *ePub

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Quantitative trading of financial securities is a multi-billion dollar business employing thousands of portfolio managers and quantitative analysts (quants) trained in mathematics, physics, or other hard sciences. The quants trade stocks and other instruments creating liquidity for investors and competing, as best they can, at finding and exploiting any mispricings. The result is highly efficient financial markets not immune to occasional events of crowding, bubbling, and liquidation panic. This book covers all the major parts of the quantitative trading process starting with sourcing financial data, learning future asset returns from historical data, generating and combining multiple forecasts, dealing with risk, building optimal portfolio of stocks subject to risk preferences and trading costs, and executing trades. The exposition seeks a balance between financial insight, mathematical ideas of statistical and machine learning, practical computational aspects, actual events and

Author : Michael Isichenko

Pages : pages

Publisher :

Language :

ISBN-10 : 1119821320

ISBN-13 : 9781119821328