Optimal Mean Reversion Trading

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Optimal Mean Reversion Trading

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Author : Tim Leung (Professor of industrial engineering)
language : en
Publisher: World Scientific
Release Date : 2015-11-26

Optimal Mean Reversion Trading written by Tim Leung (Professor of industrial engineering) and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-26 with Business & Economics categories.

"Optimal Mean Reversion Trading: Mathematical Analysis and Practical Applications provides a systematic study to the practical problem of optimal trading in the presence of mean-reverting price dynamics. It is self-contained and organized in its presentation, and provides rigorous mathematical analysis as well as computational methods for trading ETFs, options, futures on commodities or volatility indices, and credit risk derivatives. This book offers a unique financial engineering approach that combines novel analytical methodologies and applications to a wide array of real-world examples. It extracts the mathematical problems from various trading approaches and scenarios, but also addresses the practical aspects of trading problems, such as model estimation, risk premium, risk constraints, and transaction costs. The explanations in the book are detailed enough to capture the interest of the curious student or researcher, and complete enough to give the necessary background material for further exploration into the subject and related literature. This book will be a useful tool for anyone interested in financial engineering, particularly algorithmic trading and commodity trading, and would like to understand the mathematically optimal strategies in different market environments."--

Optimal Mean Reversion Trading Mathematical Analysis And Practical Applications

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Author : Tim Siu-tang Leung
language : en
Publisher: World Scientific
Release Date : 2015-11-26

Optimal Mean Reversion Trading Mathematical Analysis And Practical Applications written by Tim Siu-tang Leung and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-26 with Business & Economics categories.

Optimal Mean Reversion Trading: Mathematical Analysis and Practical Applications provides a systematic study to the practical problem of optimal trading in the presence of mean-reverting price dynamics. It is self-contained and organized in its presentation, and provides rigorous mathematical analysis as well as computational methods for trading ETFs, options, futures on commodities or volatility indices, and credit risk derivatives.This book offers a unique financial engineering approach that combines novel analytical methodologies and applications to a wide array of real-world examples. It extracts the mathematical problems from various trading approaches and scenarios, but also addresses the practical aspects of trading problems, such as model estimation, risk premium, risk constraints, and transaction costs. The explanations in the book are detailed enough to capture the interest of the curious student or researcher, and complete enough to give the necessary background material for further exploration into the subject and related literature.This book will be a useful tool for anyone interested in financial engineering, particularly algorithmic trading and commodity trading, and would like to understand the mathematically optimal strategies in different market environments.

Online Portfolio Selection

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Author : Bin Li
language : en
Publisher:
Release Date : 2023-12-31

Online Portfolio Selection written by Bin Li and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-31 with Business & Economics categories.

This book investigates the OLPS problem. The authors unveil four innovative algorithms based on the cutting edge machine learning techniques and also detail a powerful trading simulation tools. The book includes MATLAB(R) code for simulation trading systems that use historical data to evaluate the performance of trading strategies.

Efficiently Inefficient

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Author : Lasse Heje Pedersen
language : en
Publisher: Princeton University Press
Release Date : 2019-09-17

Efficiently Inefficient written by Lasse Heje Pedersen and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-17 with Business & Economics categories.

Efficiently Inefficient describes the key trading strategies used by hedge funds and demystifies the secret world of active investing. Leading financial economist Lasse Heje Pedersen combines the latest research with real-world examples and interviews with top hedge fund managers to show how certain trading strategies make money - and why they sometimes don't. -- from back cover.

151 Trading Strategies

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Author : Zura Kakushadze
language : en
Publisher: Palgrave Macmillan
Release Date : 2018-12-29

151 Trading Strategies written by Zura Kakushadze and has been published by Palgrave Macmillan this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-29 with Business & Economics categories.

The book provides detailed descriptions, including more than 550 mathematical formulas, for more than 150 trading strategies across a host of asset classes and trading styles. These include stocks, options, fixed income, futures, ETFs, indexes, commodities, foreign exchange, convertibles, structured assets, volatility, real estate, distressed assets, cash, cryptocurrencies, weather, energy, inflation, global macro, infrastructure, and tax arbitrage. Some strategies are based on machine learning algorithms such as artificial neural networks, Bayes, and k-nearest neighbors. The book also includes source code for illustrating out-of-sample backtesting, around 2,000 bibliographic references, and more than 900 glossary, acronym and math definitions. The presentation is intended to be descriptive and pedagogical and of particular interest to finance practitioners, traders, researchers, academics, and business school and finance program students.

Professional Automated Trading

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Author : Eugene A. Durenard
language : en
Publisher: John Wiley & Sons
Release Date : 2013-10-04

Professional Automated Trading written by Eugene A. Durenard and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-04 with Business & Economics categories.

An insider's view of how to develop and operate an automated proprietary trading network Reflecting author Eugene Durenard's extensive experience in this field, Professional Automated Trading offers valuable insights you won't find anywhere else. It reveals how a series of concepts and techniques coming from current research in artificial life and modern control theory can be applied to the design of effective trading systems that outperform the majority of published trading systems. It also skillfully provides you with essential information on the practical coding and implementation of a scalable systematic trading architecture. Based on years of practical experience in building successful research and infrastructure processes for purpose of trading at several frequencies, this book is designed to be a comprehensive guide for understanding the theory of design and the practice of implementation of an automated systematic trading process at an institutional scale. Discusses several classical strategies and covers the design of efficient simulation engines for back and forward testing Provides insights on effectively implementing a series of distributed processes that should form the core of a robust and fault-tolerant automated systematic trading architecture Addresses trade execution optimization by studying market-pressure models and minimization of costs via applications of execution algorithms Introduces a series of novel concepts from artificial life and modern control theory that enhance robustness of the systematic decision making—focusing on various aspects of adaptation and dynamic optimal model choice Engaging and informative, Proprietary Automated Trading covers the most important aspects of this endeavor and will put you in a better position to excel at it.

Energy Trading And Risk Management

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Author : Iris Marie Mack
language : en
Publisher: John Wiley & Sons
Release Date : 2014-04-07

Energy Trading And Risk Management written by Iris Marie Mack and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-07 with Business & Economics categories.

A comprehensive overview of trading and risk management in the energy markets Energy Trading and Risk Management provides a comprehensive overview of global energy markets from one of the foremost authorities on energy derivatives and quantitative finance. With an approachable writing style, Iris Mack breaks down the three primary applications for energy derivatives markets – Risk Management, Speculation, and Investment Portfolio Diversification – in a way that hedge fund traders, consultants, and energy market participants can apply in their day to day trading activities. Moving from the fundamentals of energy markets through simple and complex derivatives trading, hedging strategies, and industry-specific case studies, Dr. Mack walks readers through energy trading and risk management concepts at an instructive pace, supporting her explanations with real-world examples, illustrations, charts, and precise definitions of important and often-misunderstood terms. From stochastic pricing models for exotic derivatives, to modern portfolio theory (MPT), energy portfolio management (EPM), to case studies dealing specifically with risk management challenges unique to wind and hydro-electric power, the bookguides readers through the complex world of energy trading and risk management to help investors, executives, and energy professionals ensure profitability and optimal risk mitigation in every market climate. Energy Trading and Risk Management is a great resource to help grapple with the very interesting but oftentimes complex issues that arise in energy trading and risk management.

Derivatives In Financial Markets With Stochastic Volatility

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Author : Jean-Pierre Fouque
language : en
Publisher: Cambridge University Press
Release Date : 2000-07-03

Derivatives In Financial Markets With Stochastic Volatility written by Jean-Pierre Fouque and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-07-03 with Business & Economics categories.

This book, first published in 2000, addresses pricing and hedging derivative securities in uncertain and changing market volatility.

Dual Momentum Investing An Innovative Strategy For Higher Returns With Lower Risk

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Author : Gary Antonacci
language : en
Publisher: McGraw-Hill Education
Release Date : 2014-10-31

Dual Momentum Investing An Innovative Strategy For Higher Returns With Lower Risk written by Gary Antonacci and has been published by McGraw-Hill Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-31 with Business & Economics categories.

The strategy that consistently gets high returns with low risk--because it knows when to adapt After examining more than two hundred years of data across dozens of markets and asset classes, the conclusion is clear: Momentum continually outperforms. However, most mainstream investors haven't had a way to fully discover and implement the benefits of momentum investing . . . until now! Whether you're an independent investor, investment professional, or money manager, Dual Momentum Investing enables you to consistently profit on major changes in relative strength and market trend. Based on the award-winning work of Gary Antonacci, an expert in modern portfolio theory and optimization, this groundbreaking guide presents an easy-to-understand, straightforward model that transforms momentum concepts into an actionable investing strategy called Global Equity Momentum (GEM). By combining relative-strength momentum and absolute momentum, this proven methodology lets you take advantage of intramarket trends while avoiding large drawdowns. A disciplined implementation of his proven strategy enhances the ability of every trader to: Lock in profi ts and mitigate risk with a minimal number of switches per year among US equities, non-US equities, and bonds Establish meaningful control over investment risk once an asset's value begins to decline Remove emotional and behavioral biases from your decision making while taking advantage of these same biases in other traders to achieve exceptional returns Each facet of GEM is explained with simple clarity using the perfect amount of supporting theory, historical analysis, and understandable data. Pragmatic techniques come to life with real-world relevance that both deepens your understanding of why dual momentum trading works and better prepares you for using it with your own investments. From picking a cost-effective brokerage firm, to making asset choices, to customizing your strategy as you near retirement--this reliable guide helps you do it all with the confidence you'll gain through repeated success. You put a lot into earning your wealth; now take the next step with Dual Momentum Investing and properly protect it while it's working for you. PRAISE FOR DUAL MOMENTUM INVESTING: "Gary Antonacci takes us on a comprehensive tour of investment methods, exploring their strengths and weaknesses, and lays out a strong case for combining absolute and relative momenta. I consider Dual Momentum Investing as an essential reference for system designers, money managers, and investors." -- ED SEYKOTA "Gary Antonacci's Dual Momentum Investing is what happens when Ed Thorpe's Beat the Dealer meets Seth Klarman's Margin of Safety. This is an ambitious and must-have book." -- CLAUDE ERB, retired Managing Director, TCW Group, Inc. "Antonacci presents a clear and scholarly sound case for the success of a simple momentum-based strategy. Give it a try; you'll be hooked!" -- JOHN NOFSINGER, PhD, Seward Chair of Finance, University of Alaska Anchorage, and author of The Psychology of Investing "A treasure of well-researched, momentum-driven investing processes. Antonacci clearly shows a number of different methods that anyone who is serious about a long-term strategy will find easy to implement. This is one of those five-star books; it is logical and easy to grasp." -- GREGORY L. MORRIS, Chief Technical Analyst and Investment Committee Chairman, Stadion Money Management, LLC, and author of Investing with the Trend "A must-read for both individual investors as well as financial advisors. It will forever change the way you think about developing investment and asset allocation strategies." -- DR. BOB FROEHLICH, retired Vice Chairman, Deutsche Asset Management