Long/Short Market Dynamics

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470065311
Total Pages : 358 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Long/Short Market Dynamics by : Clive M. Corcoran

Download or read book Long/Short Market Dynamics written by Clive M. Corcoran and published by John Wiley & Sons. This book was released on 2007-02-06 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hedge funds are now the largest volume players in the capital markets. They follow a wide assortment of strategies but their activities have replaced and overshadowed the traditional model of the long only portfolio manager. Many of the traditional technical indicators and commonly accepted trading strategies have become obsolete or ineffective. The focus throughout the book is to describe the principal innovations that have been made within the equity markets over the last several years and that have changed the ground rules for trading activities. By understanding these changes the active trader is far better equipped to profit in today’s more complex and risky markets. Long/Short Market Dynamics includes: A completely new technique, Comparative Quantiles Analysis, for identifying market turning points is introduced. It is based on statistical techniques that can be used to recognize money flow and price/momentum divergences that can provide substantial profit opportunities. Power laws, regime shifts, self-organized criticality, phase transitions, network dynamics, econophysics, algorithmic trading and other ideas from the science of complexity are examined. All are described as concretely as possible and avoiding unnecessary mathematics and formalism. Alpha generation, portfolio construction, hedge ratios, and beta neutral portfolios are illustrated with case studies and worked examples. Episodes of financial contagion are illustrated with a proposed explanation of their origins within underlying market dynamics

Handbook of Financial Markets: Dynamics and Evolution

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Author :
Publisher : Elsevier
ISBN 13 : 0080921434
Total Pages : 607 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Handbook of Financial Markets: Dynamics and Evolution by : Thorsten Hens

Download or read book Handbook of Financial Markets: Dynamics and Evolution written by Thorsten Hens and published by Elsevier. This book was released on 2009-06-12 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: The models of portfolio selection and asset price dynamics in this volume seek to explain the market dynamics of asset prices. Presenting a range of analytical, empirical, and numerical techniques as well as several different modeling approaches, the authors depict the state of debate on the market selection hypothesis. By explicitly assuming the heterogeneity of investors, they present models that are descriptive and normative as well, making the volume useful for both finance theorists and financial practitioners. - Explains the market dynamics of asset prices, offering insights about asset management approaches - Assumes a heterogeneity of investors that yields descriptive and normative models of portfolio selections and asset pricing dynamics

Technical Analysis of the Financial Markets

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Author :
Publisher : Penguin
ISBN 13 : 0735200661
Total Pages : 579 pages
Book Rating : 4.7/5 (352 download)

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Book Synopsis Technical Analysis of the Financial Markets by : John J. Murphy

Download or read book Technical Analysis of the Financial Markets written by John J. Murphy and published by Penguin. This book was released on 1999-01-01 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: John J. Murphy has updated his landmark bestseller Technical Analysis of the Futures Markets, to include all of the financial markets. This outstanding reference has already taught thousands of traders the concepts of technical analysis and their application in the futures and stock markets. Covering the latest developments in computer technology, technical tools, and indicators, the second edition features new material on candlestick charting, intermarket relationships, stocks and stock rotation, plus state-of-the-art examples and figures. From how to read charts to understanding indicators and the crucial role technical analysis plays in investing, readers gain a thorough and accessible overview of the field of technical analysis, with a special emphasis on futures markets. Revised and expanded for the demands of today's financial world, this book is essential reading for anyone interested in tracking and analyzing market behavior.

Stan Weinstein's Secrets For Profiting in Bull and Bear Markets

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Author :
Publisher : McGraw-Hill Education
ISBN 13 : 9781556236839
Total Pages : 364 pages
Book Rating : 4.2/5 (368 download)

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Book Synopsis Stan Weinstein's Secrets For Profiting in Bull and Bear Markets by : Stan Weinstein

Download or read book Stan Weinstein's Secrets For Profiting in Bull and Bear Markets written by Stan Weinstein and published by McGraw-Hill Education. This book was released on 1988 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stan Weinstein's Secrets For Profiting in Bull and Bear Markets reveals his successful methods for timing investments to produce consistently profitable results. Topics include: Stan Weinstein's personal philosophy on investing The ideal time to buy Refining the buying process Knowing when to sell Selling Short Using the best long-term indicators to spot Bull and Bear markets Odds, ends, and profits

Hedge Fund Alpha

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Author :
Publisher : World Scientific
ISBN 13 : 9812834664
Total Pages : 333 pages
Book Rating : 4.8/5 (128 download)

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Book Synopsis Hedge Fund Alpha by : John M. Longo

Download or read book Hedge Fund Alpha written by John M. Longo and published by World Scientific. This book was released on 2009 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hedge funds are perhaps the hottest topic in finance today, but little material of substance to date has been written on the topic. Most books focus on how to set up a hedge fund and the basic strategies, while few to none focus on what matters most: generating and understanding investment performance. This book takes an exclusive look at the latter, including an analysis of the areas that are most likely to generate strong investment returns OCo namely, the emerging markets of Brazil, Russia, India and China. The book will be invaluable to not only financial professionals, but anyone interested in learning about hedge funds and their future.

Day Trading

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Publisher : Sourcebooks, Inc.
ISBN 13 : 1623155754
Total Pages : 297 pages
Book Rating : 4.6/5 (231 download)

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Book Synopsis Day Trading by : Justin Kuepper

Download or read book Day Trading written by Justin Kuepper and published by Sourcebooks, Inc.. This book was released on 2015-04-10 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: All You'll Ever Need to Trade from Home When most people hear the term "day trader," they imagine the stock market floor packed with people yelling 'Buy' and 'Sell' - or someone who went for broke and ended up just that. These days, investing isn't just for the brilliant or the desperate—it's a smart and necessary move to ensure financial wellbeing. To the newcomer, day trading can be a confusing process: where do you begin, and how can you approach trading in a careful yet effective way? With Day Trading you'll get the basics, then: Learn the Truth About Trading Understand The Psychology of Trading Master Charting and Pattern-recognition Study Trading Options Establish Trading Strategies & Money Management Day Trading will let you make the most out of the free market from the comfort of your own computer.

Liquidity, Markets and Trading in Action

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Author :
Publisher : Springer Nature
ISBN 13 : 3030748170
Total Pages : 111 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Liquidity, Markets and Trading in Action by : Deniz Ozenbas

Download or read book Liquidity, Markets and Trading in Action written by Deniz Ozenbas and published by Springer Nature. This book was released on 2022 with total page 111 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book addresses four standard business school subjects: microeconomics, macroeconomics, finance and information systems as they relate to trading, liquidity, and market structure. It provides a detailed examination of the impact of trading costs and other impediments of trading that the authors call rictions It also presents an interactive simulation model of equity market trading, TraderEx, that enables students to implement trading decisions in different market scenarios and structures. Addressing these topics shines a bright light on how a real-world financial market operates, and the simulation provides students with an experiential learning opportunity that is informative and fun. Each of the chapters is designed so that it can be used as a stand-alone module in an existing economics, finance, or information science course. Instructor resources such as discussion questions, Powerpoint slides and TraderEx exercises are available online.

Systemic Liquidity Risk and Bipolar Markets

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118410807
Total Pages : 343 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Systemic Liquidity Risk and Bipolar Markets by : Clive M. Corcoran

Download or read book Systemic Liquidity Risk and Bipolar Markets written by Clive M. Corcoran and published by John Wiley & Sons. This book was released on 2012-11-26 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: The dramatic and well chronicled crisis of 2007/8 marked a watershed moment for all stakeholders in global capital markets. In the aftermath, financial markets have become even more tightly coupled as correlations in returns across multiple asset classes have been at historically elevated levels. Investors and fund managers are, to a much larger degree than previously and often much more than they realize, subject to the risk of severe wealth destruction. The ultimate hazard, which is not adequately characterized by the widely touted notion of tail risk, is the systemic risk which arises when liquidity in markets completely evaporates. Not only did this happen in the second half of 2008, but it has been repeated episodically since then – most notably in May 2010, in an incident known as the Flash Crash, and in the fall of 2011 when correlations were at historically elevated levels. Conventional asset allocation tools and techniques have failed to keep apace with the changing financial landscape which has emerged since 2008. In addition to the preponderance of algorithmic trading and the associated changes in the liquidity characteristics of financial markets, a new paradigm of risk on/risk off asset allocation has emerged. Risk on/risk off is a widely adopted style of trading and macro allocation strategy where positions are taken in several closely aligned asset classes depending on the prevailing sentiment or appetite for risk. The consequences of the day to day (and intraday) switching between either a risk on or risk off tactical strategies poses significant new challenges to investors who are still making investment decisions with outmoded notions from traditional asset allocation theory. How can one cushion the impact of systemically threatening events when the ability to exit financial instruments becomes almost non existent? How can one trust the integrity of financial models and orthodox macro financial theory which have become increasingly discredited? Can central bankers be relied upon to become the counter-parties of last resort and provide a safety net under the financial system? These vital questions, and many others, need to be addressed by everyone who has a stake in modern financial markets, and they are addressed in Systemic Liquidity Risk and Bipolar Markets. Proper functioning markets require fractiousness or divided opinion, and this needs to be lubricated by communications from central bankers, economic forecasters, corporate executives and so on. As long as such messages and market conditions remain ambiguous, providing asymmetric information to different market players, then the conditions are present to enable systemic liquidity to be preserved. Seen in this context the prevailing paradigm of bipolar risk on/risk off asset allocations is both a prerequisite to liquid markets, and also paradoxically, when one side of the polarity becomes too extreme, a major source of systemic instability. Should such polarities become critically unbalanced, and should the signals received by market players become symmetrically disadvantageous as they were in the fall of 2008, then an even more substantial systemic liquidity crisis than that seen in those troubled times is a dangerous possibility. Apart from the practical risk management tools and tactics that are recommended in Systemic Liquidity Risk and Bipolar Markets, there is a provocative and cogent narrative to provide anxious and perplexed investors with a coherent explanation of the post GFC financial environment, and which should assist them in navigating the choppy waters ahead.

Dynamic Hedging

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Publisher : John Wiley & Sons
ISBN 13 : 9780471152804
Total Pages : 536 pages
Book Rating : 4.1/5 (528 download)

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Book Synopsis Dynamic Hedging by : Nassim Nicholas Taleb

Download or read book Dynamic Hedging written by Nassim Nicholas Taleb and published by John Wiley & Sons. This book was released on 1997-01-14 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: Destined to become a market classic, Dynamic Hedging is the only practical reference in exotic options hedgingand arbitrage for professional traders and money managers Watch the professionals. From central banks to brokerages to multinationals, institutional investors are flocking to a new generation of exotic and complex options contracts and derivatives. But the promise of ever larger profits also creates the potential for catastrophic trading losses. Now more than ever, the key to trading derivatives lies in implementing preventive risk management techniques that plan for and avoid these appalling downturns. Unlike other books that offer risk management for corporate treasurers, Dynamic Hedging targets the real-world needs of professional traders and money managers. Written by a leading options trader and derivatives risk advisor to global banks and exchanges, this book provides a practical, real-world methodology for monitoring and managing all the risks associated with portfolio management. Nassim Nicholas Taleb is the founder of Empirica Capital LLC, a hedge fund operator, and a fellow at the Courant Institute of Mathematical Sciences of New York University. He has held a variety of senior derivative trading positions in New York and London and worked as an independent floor trader in Chicago. Dr. Taleb was inducted in February 2001 in the Derivatives Strategy Hall of Fame. He received an MBA from the Wharton School and a Ph.D. from University Paris-Dauphine.

Trading for a Living

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Publisher : John Wiley & Sons
ISBN 13 : 9780471592242
Total Pages : 308 pages
Book Rating : 4.5/5 (922 download)

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Book Synopsis Trading for a Living by : Alexander Elder

Download or read book Trading for a Living written by Alexander Elder and published by John Wiley & Sons. This book was released on 1993-03-22 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trading for a Living Successful trading is based on three M's: Mind, Method, and Money. Trading for a Living helps you master all of those three areas: * How to become a cool, calm, and collected trader * How to profit from reading the behavior of the market crowd * How to use a computer to find good trades * How to develop a powerful trading system * How to find the trades with the best odds of success * How to find entry and exit points, set stops, and take profits Trading for a Living helps you discipline your Mind, shows you the Methods for trading the markets, and shows you how to manage Money in your trading accounts so that no string of losses can kick you out of the game. To help you profit even more from the ideas in Trading for a Living, look for the companion volume--Study Guide for Trading for a Living. It asks over 200 multiple-choice questions, with answers and 11 rating scales for sharpening your trading skills. For example: Question Markets rise when * there are more buyers than sellers * buyers are more aggressive than sellers * sellers are afraid and demand a premium * more shares or contracts are bought than sold * I and II * II and III * II and IV * III and IV Answer B. II and III. Every change in price reflects what happens in the battle between bulls and bears. Markets rise when bulls feel more strongly than bears. They rally when buyers are confident and sellers demand a premium for participating in the game that is going against them. There is a buyer and a seller behind every transaction. The number of stocks or futures bought and sold is equal by definition.

Mind Over Markets

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Publisher : Wiley
ISBN 13 : 9781118531730
Total Pages : 368 pages
Book Rating : 4.5/5 (317 download)

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Book Synopsis Mind Over Markets by : James F. Dalton

Download or read book Mind Over Markets written by James F. Dalton and published by Wiley. This book was released on 2013-07-01 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely update to the book on using the Market Profile method to trade Emerging over twenty years ago, Market Profile analysis continues to realize a strong following among active traders. The approach explains the underlying dynamics and structure of markets, identifies value areas, price rejection points, and measures the strength of buyers and sellers. Unlike more conventional forms of technical analysis, Market Profile is an all-encompassing approach, and Mind Over Markets, Updated Edition provides traders with a solid understanding of it. Since the first edition of Mind Over Markets—considered the best book on applying Market Profile analysis to trading—was published over a decade ago, much has changed in the worlds of finance and investing. That's why James Dalton, a pioneer in the popularization of Market Profile, has returned with a new edition of this essential guide. Written to reflect today's dynamic market conditions, Mind Over Markets, Updated Edition clearly puts this unique method of interpreting market behavior and identifying trading/investment opportunities in perspective. Includes new chapters on Market Profile-based trading strategies, using Market Profile in connection with other market indicators, and much more Explains how the Market Profile approach has evolved over the past twenty-five years and how it is used by contemporary traders Written by a leading educator and authority on the Market Profile One of the key elements that has long separated successful traders from the rest is their intuitive understanding that time regulates all financial opportunities. The ability to record price information according to time has unleashed huge amounts of useful market information. Mind Over Markets, Updated Edition will show you how to profitably put this information to work for you.

Financial Market Dynamics after COVID 19

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Author :
Publisher : Springer Nature
ISBN 13 : 3030985423
Total Pages : 137 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Financial Market Dynamics after COVID 19 by : Stéphane Goutte

Download or read book Financial Market Dynamics after COVID 19 written by Stéphane Goutte and published by Springer Nature. This book was released on 2022-04-27 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses the impact of the COVID-19 pandemic in different areas of Finance emphasizing the contagion effect in capital markets. The volume presents evidence-based case studies from the global financial crisis that followed after the onset of the pandemic in March 2020.

Disequilibrium, Growth and Labor Market Dynamics

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Publisher : Springer Science & Business Media
ISBN 13 : 3662040700
Total Pages : 487 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Disequilibrium, Growth and Labor Market Dynamics by : Carl Chiarella

Download or read book Disequilibrium, Growth and Labor Market Dynamics written by Carl Chiarella and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book on disequilibrium, growth and labor market dynamics we take predominantly a macroeconomic perspective. We present a working model that can easily be varied in different directions in order to subsume innovations in the literature on macroeconomics, old and new, and to contribute to important currently discussed macroeconomic issues. Our working model is set up in a way that there is a close relationship between our presented dynamic models and modern macro econometric models with disequilibrium both in the labor and the goods markets. One of our objectives is, therefore, to narrow the gap between theoretical and applied structural macrodynamic model building. We hope that the book will be a useful reference for all researchers, academic teachers and practitioners of macroeconomic and macro econometric model building who are interested in economic dynamics, independently of whether they use equilibrium or disequilibrium methods in their own research. We base this hope on the fact that our approach contains a number of unique features. The emphasis on the identification and analysis of the basic feedback mechanisms at work in modern macro economies. A detailed study of the partial as well as integrated dynamic interaction between these feedback mechanisms that consti tute the interdependence of markets and sectors of the modern macro economy. The rela tionship between the macroeconomic framework of our working model and the Walrasian, Non-Walrasian and New-Keynesian reformulations of macroeconomics.

Algorithmic Trading

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Publisher : John Wiley & Sons
ISBN 13 : 1118460146
Total Pages : 230 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Algorithmic Trading by : Ernie Chan

Download or read book Algorithmic Trading written by Ernie Chan and published by John Wiley & Sons. This book was released on 2013-05-28 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Algorithmic TRADING “Algorithmic Trading is an insightful book on quantitative trading written by a seasoned practitioner. What sets this book apart from many others in the space is the emphasis on real examples as opposed to just theory. Concepts are not only described, they are brought to life with actual trading strategies, which give the reader insight into how and why each strategy was developed, how it was implemented, and even how it was coded. This book is a valuable resource for anyone looking to create their own systematic trading strategies and those involved in manager selection, where the knowledge contained in this book will lead to a more informed and nuanced conversation with managers.” —DAREN SMITH, CFA, CAIA, FSA, Managing Director, Manager Selection & Portfolio Construction, University of Toronto Asset Management “Using an excellent selection of mean reversion and momentum strategies, Ernie explains the rationale behind each one, shows how to test it, how to improve it, and discusses implementation issues. His book is a careful, detailed exposition of the scientific method applied to strategy development. For serious retail traders, I know of no other book that provides this range of examples and level of detail. His discussions of how regime changes affect strategies, and of risk management, are invaluable bonuses.” —ROGER HUNTER, Mathematician and Algorithmic Trader

Machine Learning for Algorithmic Trading

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1839216786
Total Pages : 822 pages
Book Rating : 4.8/5 (392 download)

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Book Synopsis Machine Learning for Algorithmic Trading by : Stefan Jansen

Download or read book Machine Learning for Algorithmic Trading written by Stefan Jansen and published by Packt Publishing Ltd. This book was released on 2020-07-31 with total page 822 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format. Key FeaturesDesign, train, and evaluate machine learning algorithms that underpin automated trading strategiesCreate a research and strategy development process to apply predictive modeling to trading decisionsLeverage NLP and deep learning to extract tradeable signals from market and alternative dataBook Description The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learning models. This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by using examples ranging from linear models and tree-based ensembles to deep-learning techniques from cutting edge research. This edition shows how to work with market, fundamental, and alternative data, such as tick data, minute and daily bars, SEC filings, earnings call transcripts, financial news, or satellite images to generate tradeable signals. It illustrates how to engineer financial features or alpha factors that enable an ML model to predict returns from price data for US and international stocks and ETFs. It also shows how to assess the signal content of new features using Alphalens and SHAP values and includes a new appendix with over one hundred alpha factor examples. By the end, you will be proficient in translating ML model predictions into a trading strategy that operates at daily or intraday horizons, and in evaluating its performance. What you will learnLeverage market, fundamental, and alternative text and image dataResearch and evaluate alpha factors using statistics, Alphalens, and SHAP valuesImplement machine learning techniques to solve investment and trading problemsBacktest and evaluate trading strategies based on machine learning using Zipline and BacktraderOptimize portfolio risk and performance analysis using pandas, NumPy, and pyfolioCreate a pairs trading strategy based on cointegration for US equities and ETFsTrain a gradient boosting model to predict intraday returns using AlgoSeek's high-quality trades and quotes dataWho this book is for If you are a data analyst, data scientist, Python developer, investment analyst, or portfolio manager interested in getting hands-on machine learning knowledge for trading, this book is for you. This book is for you if you want to learn how to extract value from a diverse set of data sources using machine learning to design your own systematic trading strategies. Some understanding of Python and machine learning techniques is required.

The Adaptive Markets Hypothesis

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Author :
Publisher : Oxford University Press
ISBN 13 : 0192885693
Total Pages : 801 pages
Book Rating : 4.1/5 (928 download)

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Book Synopsis The Adaptive Markets Hypothesis by : Andrew W. Lo

Download or read book The Adaptive Markets Hypothesis written by Andrew W. Lo and published by Oxford University Press. This book was released on 2024-02-22 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Adaptive Markets Hypothesis (AMH) presents a formal and systematic exposition of a new narrative about financial markets that reconciles rational investor behaviour with periods of temporary financial insanity. In this narrative, intelligent but fallible investors learn from and adapt to randomly shifting environments. Financial markets may not always be efficient, but they are highly competitive, innovative, and adaptive, varying in their degree of efficiency as investor populations and the financial landscape change over time. Andrew Lo and Ruixun Zhang develop the mathematical foundations of the AMH—a simple yet surprisingly powerful set of evolutionary models of behaviour—and then apply these foundations to show how the most fundamental economic behaviours that we take for granted can arise solely through natural selection. Drawing on recent advances in cognitive neuroscience and artificial intelligence, the book also explores how our brain affects economic and financial decision making. The AMH can be applied in many contexts, ranging from designing trading strategies, to managing risk and understanding financial crises, to formulating macroprudential policies to promote financial stability. This volume is a must read for anyone who has ever been puzzled and concerned by the behaviour of financial markets and the implications for their personal wealth, and seeks to learn how best to respond to such behaviour.

Algorithmic Short Selling with Python

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1801810397
Total Pages : 377 pages
Book Rating : 4.8/5 (18 download)

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Book Synopsis Algorithmic Short Selling with Python by : Laurent Bernut

Download or read book Algorithmic Short Selling with Python written by Laurent Bernut and published by Packt Publishing Ltd. This book was released on 2021-09-30 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage Python source code to revolutionize your short selling strategy and to consistently make profits in bull, bear, and sideways markets Key Features Understand techniques such as trend following, mean reversion, position sizing, and risk management in a short-selling context Implement Python source code to explore and develop your own investment strategy Test your trading strategies to limit risk and increase profits Book Description If you are in the long/short business, learning how to sell short is not a choice. Short selling is the key to raising assets under management. This book will help you demystify and hone the short selling craft, providing Python source code to construct a robust long/short portfolio. It discusses fundamental and advanced trading concepts from the perspective of a veteran short seller. This book will take you on a journey from an idea (“buy bullish stocks, sell bearish ones”) to becoming part of the elite club of long/short hedge fund algorithmic traders. You'll explore key concepts such as trading psychology, trading edge, regime definition, signal processing, position sizing, risk management, and asset allocation, one obstacle at a time. Along the way, you'll will discover simple methods to consistently generate investment ideas, and consider variables that impact returns, volatility, and overall attractiveness of returns. By the end of this book, you'll not only become familiar with some of the most sophisticated concepts in capital markets, but also have Python source code to construct a long/short product that investors are bound to find attractive. What you will learn Develop the mindset required to win the infinite, complex, random game called the stock market Demystify short selling in order to generate alpa in bull, bear, and sideways markets Generate ideas consistently on both sides of the portfolio Implement Python source code to engineer a statistically robust trading edge Develop superior risk management habits Build a long/short product that investors will find appealing Who this book is for This is a book by a practitioner for practitioners. It is designed to benefit a wide range of people, including long/short market participants, quantitative participants, proprietary traders, commodity trading advisors, retail investors (pro retailers, students, and retail quants), and long-only investors. At least 2 years of active trading experience, intermediate-level experience of the Python programming language, and basic mathematical literacy (basic statistics and algebra) are expected.