Download or read book The Leverage Space Trading Model written by Ralph Vince and published by . This book was released on 2009 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: An innovative approach to trading by an expert in the field. In The Leverage Space Trading Model, quantitative portfolio analysis expert Ralph Vince takes the Leverage Space Model he presented in The Handbook of Portfolio Mathematics and brings it into entirely new territory. As Vince shows here, even if a trader doesn't use margin, he or she is still using leverage. Leverage refers to the schedule upon which an asset position is increased or decreased over time as an equity account fluctuates. Traditional models do not reflect real-world actualities of cash versus the position and the schedul.

Download or read book The Mathematics of Money Management written by Ralph Vince and published by John Wiley & Sons. This book was released on 1992-08-04 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every futures, options, and stock markets trader operates under a set of highly suspect rules and assumptions. Are you risking your career on yours? Exceptionally clear and easy to use, The Mathematics of Money Management substitutes precise mathematical modeling for the subjective decision-making processes many traders and serious investors depend on. Step-by-step, it unveils powerful strategies for creating and using key money management formulas--based on the rules of probability and modern portfolio theory--that maximizes the potential gains for the level of risk you are assuming. With them, you'll determine the payoffs and consequences of any potential trading decision and obtain the highest potential growth for your specified level of risk. You'll quickly decide: What markets to trade in and at what quantities When to add or subtract funds from an account How to reinvest trading profits for maximum yield The Mathematics of Money Management provides the missing element in modern portfolio theory that weds optimal f to the optimal portfolio.

Download or read book Place to Space written by Peter Weill and published by Harvard Business Press. This book was released on 2001-05-28 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Place to Space is the essential e-business playbook that will give leaders the insight and confidence they need to operate successfully in both place and space. The book explains how traditional companies can adapt their bricks-and-mortar legacies to complement and bolster their online ventures. Based on extensive research into dozens of e-business initiatives, this book provides the first systematic, practical analysis of eight viable e-business models; an adaptable hybrid model for competing against online pure plays; and revolutionary schematic tools for analyzing current business models and evaluating promising new web initiatives. Through illuminating case studies of Lonely Planet, General Electric, CDNow, Reuters, and others, the authors show how each model works in practice--from how it makes money to the core competencies and critical factors required to implement it.

Download or read book The Handbook of Portfolio Mathematics written by Ralph Vince and published by John Wiley & Sons. This book was released on 2007-05-25 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Portfolio Mathematics "For the serious investor, trader, or money manager, this book takes a rewarding look into modern portfolio theory. Vince introduces a leverage-space portfolio model, tweaks it for the drawdown probability, and delivers a superior model. He even provides equations to maximize returns for a chosen level of risk. So if you're serious about making money in today's markets, buy this book. Read it. Profit from it." —Thomas N. Bulkowski, author, Encyclopedia of Chart Patterns "This is an important book. Though traders routinely speak of their 'edge' in the marketplace and ways of handling 'risk,' few can define and measure these accurately. In this book, Ralph Vince takes readers step by step through an understanding of the mathematical foundations of trading, significantly extending his earlier work and breaking important new ground. His lucid writing style and liberal use of practical examples make this book must reading." —Brett N. Steenbarger, PhD, author, The Psychology of Trading and Enhancing Trader Performance "Ralph Vince is one of the world's foremost authorities on quantitative portfolio analysis. In this masterly contribution, Ralph builds on his early pioneering findings to address the real-world concerns of money managers in the trenches-how to systematically maximize gains in relation to risk." —Nelson Freeburg, Editor, Formula Research "Gambling and investing may make strange bedfellows in the eyes of many, but not Ralph Vince, who once again demonstrates that an open mind is the investor's most valuable asset. What does bet sizing have to do with investing? The answer to that question and many more lie inside this iconoclastic work. Want to make the most of your investing skills Open this book." —John Bollinger, CFA, CMT, www.BollingerBands.com

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.

Download or read book The Handbook of Portfolio Mathematics written by Ralph Vince and published by John Wiley & Sons. This book was released on 2008-05-14 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Portfolio Mathematics "For the serious investor, trader, or money manager, this book takes a rewarding look into modern portfolio theory. Vince introduces a leverage-space portfolio model, tweaks it for the drawdown probability, and delivers a superior model. He even provides equations to maximize returns for a chosen level of risk. So if you're serious about making money in today's markets, buy this book. Read it. Profit from it." —Thomas N. Bulkowski, author, Encyclopedia of Chart Patterns "This is an important book. Though traders routinely speak of their 'edge' in the marketplace and ways of handling 'risk,' few can define and measure these accurately. In this book, Ralph Vince takes readers step by step through an understanding of the mathematical foundations of trading, significantly extending his earlier work and breaking important new ground. His lucid writing style and liberal use of practical examples make this book must reading." —Brett N. Steenbarger, PhD, author, The Psychology of Trading and Enhancing Trader Performance "Ralph Vince is one of the world's foremost authorities on quantitative portfolio analysis. In this masterly contribution, Ralph builds on his early pioneering findings to address the real-world concerns of money managers in the trenches-how to systematically maximize gains in relation to risk." —Nelson Freeburg, Editor, Formula Research "Gambling and investing may make strange bedfellows in the eyes of many, but not Ralph Vince, who once again demonstrates that an open mind is the investor's most valuable asset. What does bet sizing have to do with investing? The answer to that question and many more lie inside this iconoclastic work. Want to make the most of your investing skills Open this book." —John Bollinger, CFA, CMT, www.BollingerBands.com

Download or read book Cycle Analytics for Traders Downloadable Software written by John F. Ehlers and published by John Wiley & Sons. This book was released on 2013-11-18 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: A technical resource for self-directed traders who want to understand the scientific underpinnings of the filters and indicators used in trading decisions This is a technical resource book written for self-directed traders who want to understand the scientific underpinnings of the filters and indicators they use in their trading decisions. There is plenty of theory and years of research behind the unique solutions provided in this book, but the emphasis is on simplicity rather than mathematical purity. In particular, the solutions use a pragmatic approach to attain effective trading results. Cycle Analytics for Traders will allow traders to think of their indicators and trading strategies in the frequency domain as well as their motions in the time domain. This new viewpoint will enable them to select the most efficient filter lengths for the job at hand. Shows an awareness of Spectral Dilation, and how to eliminate it or to use it to your advantage Discusses how to use Automatic Gain Control (AGC) to normalize indicator amplitude swings Explains thinking of prices in the frequency domain as well as in the time domain Creates an awareness that all indicators are statistical rather than absolute, as implied by their single line displays Sheds light on several advanced cookbook filters Showcases new advanced indicators like the Even Better Sinewave and Decycler Indicators Explains how to use transforms to improve the display and interpretation of indicators

Download or read book Running the World s Markets written by Ruben Lee and published by Princeton University Press. This book was released on 2010-12-28 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: The efficiency, safety, and soundness of financial markets depend on the operation of core infrastructure--exchanges, central counter-parties, and central securities depositories. How these institutions are governed critically affects their performance. Yet, despite their importance, there is little certainty, still less a global consensus, about their governance. Running the World's Markets examines how markets are, and should be, run. Utilizing a wide variety of arguments and examples from throughout the world, Ruben Lee identifies and evaluates the similarities and differences between exchanges, central counter-parties, and central securities depositories. Drawing on knowledge and experience from various disciplines, including business, economics, finance, law, politics, and regulation, Lee employs a range of methodologies to tackle different goals. Conceptual analysis is used to examine theoretical issues, survey evidence to describe key aspects of how market infrastructure institutions are governed and regulated globally, and case studies to detail the particular situations and decisions at specific institutions. The combination of these approaches provides a unique and rich foundation for evaluating the complex issues raised. Lee analyzes efficient forms of governance, how regulatory powers should be allocated, and whether regulatory intervention in governance is desirable. He presents guidelines for identifying the optimal governance model for any market infrastructure institution within the context of its specific environment. Running the World's Markets provides a definitive and peerless reference for how to govern and regulate financial markets.

Download or read book Quantitative Trading written by Ernie Chan and published by Wiley. This book was released on 2008-11-17 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: While institutional traders continue to implement quantitative (or algorithmic) trading, many independent traders have wondered if they can still challenge powerful industry professionals at their own game? The answer is "yes," and in Quantitative Trading, Dr. Ernest Chan, a respected independent trader and consultant, will show you how. Whether you're an independent "retail" trader looking to start your own quantitative trading business or an individual who aspires to work as a quantitative trader at a major financial institution, this practical guide contains the information you need to succeed.

Download or read book The New Money Management written by Ralph Vince and published by John Wiley & Sons. This book was released on 1995-04-03 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE NEW MONEY MANAGEMENT In his bestselling Portfolio Management Formulas and TheMathematics of Money Management, Ralph Vince brought the complexmathematics of probability and modern portfolio management theorydown to earth for traders and investors. He introduced innovativenew ways they could be used to maximize account managementdecisions. Now, in this groundbreaking new book, Vince takes aquantum leap forward to provide investment professionals with aproven new approach to portfolio management that overturns nearly ahalf-century of accepted wisdom about asset allocation and moneymanagement. The culmination of Ralph Vince's years spent probing the limits ofthe mathematics of portfolio management, The New Money Managementelaborates on his celebrated Optimal f notion--a concept which willbe familiar to readers of either of Vince's previous books--toprovide a revolutionary portfolio management model designed tooptimize account performance, not just in the long run, but atvirtually any given point in time. Unlike traditional models which focus on risk and reward ascompeting entities, the approach to portfolio constructiondescribed in this book concentrates on obtaining optimal synergyamong all of the various components of a given portfolio. Unlikeprevious portfolio models which assumed an a priori distribution toreturns, usually with returns being normally distributed, this newmodel is applicable to any distributional form of return. In The New Money Management, Ralph Vince once again demonstrateshis critically acclaimed talent for talking about highly complexconcepts in practical, real-world terms. Writing in a lively,anecdotal style, and relying on a bare minimum of math, he gentlyguides readers through the maze of complex theoretical issues whilearming them with a set of easy-to-understand, easy-to-use formulasand investment strategies that they can put into practiceimmediately. The New Money Management is an indispensable resource for allinvestment professionals, especially traders in stocks, options,and futures; institutional investors; and portfolio managers. From a leading pioneer in portfolio theory, a revolutionary newapproach to maximizing ongoing account equity . . . In his most original and accessible book yet, computer tradingsystems expert Ralph Vince introduces investment professionals to arevolutionary portfolio management model designed to optimizeaccount performance, not just in the long run, but at virtually anygiven point in time. "Ralph Vince has done it again. His work is original andlevel-headed, and contributes more than anyone else to ourunderstanding of risk. Vince's work is required reading for anyportfolio manager." --Barbara Rockefeller, President RockefellerAsset Management, Inc. "Ralph Vince's optimal concept is the single best strategy fordetermining how many contracts or number of shares to buy whenfirst entering a trade. This latest book breaks new ground in thefield of money management." --Howard A. Bernstein, President HBCapital Management, Inc. "I would encourage all progressive portfolio managers to understandRalph Vince's methodology. His works continue to be a rigorouslywell-researched and documented method of risk control and assetallocation. His focus is unique in our industry." --Michael J.McCarthy, Portfolio Manager Signalert Corporation "A great book, if you want to get rich quickly without going brokefirst, to help you formulate your risk and trading strategy."--Harry Ploss Private Managed Futures Investor and Actuary

Download or read book Yield Management written by Anthony Ingold and published by Cengage Learning. This book was released on 2000 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt: This ground-breaking textbook covers all aspects of the subject and draws on a wide range of applications in the service industries. Three sections comprise this book: the first presents underpinning knowledge associated with Yield Management; the second examines contemporary models of Yield Management across a number of service sectors; and the third reviews how Yield Management acts as a decision support system for front-line staff and managers, and also highlights the growing importance of new technologies. The book concludes with a range of case studies taken from airlines, hotels, restaurants, cruise lines and leisure industries.

Download or read book The Man Who Solved the Market written by Gregory Zuckerman and published by Penguin. This book was released on 2019-11-05 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEW YORK TIMES BESTSELLER Shortlisted for the Financial Times/McKinsey Business Book of the Year Award The unbelievable story of a secretive mathematician who pioneered the era of the algorithm--and made $23 billion doing it. Jim Simons is the greatest money maker in modern financial history. No other investor--Warren Buffett, Peter Lynch, Ray Dalio, Steve Cohen, or George Soros--can touch his record. Since 1988, Renaissance's signature Medallion fund has generated average annual returns of 66 percent. The firm has earned profits of more than $100 billion; Simons is worth twenty-three billion dollars. Drawing on unprecedented access to Simons and dozens of current and former employees, Zuckerman, a veteran Wall Street Journal investigative reporter, tells the gripping story of how a world-class mathematician and former code breaker mastered the market. Simons pioneered a data-driven, algorithmic approach that's sweeping the world. As Renaissance became a market force, its executives began influencing the world beyond finance. Simons became a major figure in scientific research, education, and liberal politics. Senior executive Robert Mercer is more responsible than anyone else for the Trump presidency, placing Steve Bannon in the campaign and funding Trump's victorious 2016 effort. Mercer also impacted the campaign behind Brexit. The Man Who Solved the Market is a portrait of a modern-day Midas who remade markets in his own image, but failed to anticipate how his success would impact his firm and his country. It's also a story of what Simons's revolution means for the rest of us.

Download or read book Pragmatic Project Management written by David Pratt and published by Berrett-Koehler Publishers. This book was released on 2010-02 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scale Your Project Management Efforts to Maximize Success! One size does not fit all in project management. Selecting an approach that is appropriate for the size and complexity of a project is essential to achieving success. Over-managing a small project can bog it down in bureaucracy, while a laid-back approach can lead to disaster on a complex project. Pragmatic Project Management: Five Scalable Steps to Success will help you select the methodologies and tools that will enable you to expend minimum effort to achieve maximum gain on your project. This clearly written guide lays the groundwork with a chapter on project sizing and management scaling and follows with chapters on each of the five essential elements of pragmatic project management: • The project charter • The project team • The project plan • Project issue management • Project status tracking and reporting Practical tips and a checklist are included at the end of each chapter. Use the checklists as you plan and execute your project to keep it on track and to scale.

Download or read book Cybernetic Analysis for Stocks and Futures written by John F. Ehlers and published by John Wiley & Sons. This book was released on 2011-01-06 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cutting-edge insight from the leader in trading technology In Cybernetic Analysis for Stocks and Futures, noted technical analyst John Ehlers continues to enlighten readers on the art of predicting the market based on tested systems. With application of his engineering expertise, Ehlers explains the latest, most advanced techniques that help traders predict stock and futures markets with surgical precision. Unique new indicators and automatic trading systems are described in text as well as Easy Language and EFS code. The approaches are universal and robust enough to be applied to a full range of market conditions. John F. Ehlers (Santa Barbara, CA) is President of MESA Software (www.mesasoftware.com) and has also written Rocket Science for Traders (0-471-40567-1) as well as numerous articles for Futures and Technical Analysis of Stocks & Commodities magazines.

Download or read book Trading Systems and Methods Website written by Perry J. Kaufman and published by John Wiley & Sons. This book was released on 2013-01-29 with total page 1232 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ultimate guide to trading systems, fully revised and updated For nearly thirty years, professional and individual traders have turned to Trading Systems and Methods for detailed information on indicators, programs, algorithms, and systems, and now this fully revised Fifth Edition updates coverage for today's markets. The definitive reference on trading systems, the book explains the tools and techniques of successful trading to help traders develop a program that meets their own unique needs. Presenting an analytical framework for comparing systematic methods and techniques, this new edition offers expanded coverage in nearly all areas, including trends, momentum, arbitrage, integration of fundamental statistics, and risk management. Comprehensive and in-depth, the book describes each technique and how it can be used to a trader's advantage, and shows similarities and variations that may serve as valuable alternatives. The book also walks readers through basic mathematical and statistical concepts of trading system design and methodology, such as how much data to use, how to create an index, risk measurements, and more. Packed with examples, this thoroughly revised and updated Fifth Edition covers more systems, more methods, and more risk analysis techniques than ever before. The ultimate guide to trading system design and methods, newly revised Includes expanded coverage of trading techniques, arbitrage, statistical tools, and risk management models Written by acclaimed expert Perry J. Kaufman Features spreadsheets and TradeStation programs for a more extensive and interactive learning experience Provides readers with access to a companion website loaded with supplemental materials Written by a global leader in the trading field, Trading Systems and Methods, Fifth Edition is the essential reference to trading system design and methods updated for a post-crisis trading environment.

Download or read book Systematic Trading written by Robert Carver and published by Harriman House Limited. This book was released on 2015-09-14 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is not just another book with yet another trading system. This is a complete guide to developing your own systems to help you make and execute trading and investing decisions. It is intended for everyone who wishes to systematise their financial decision making, either completely or to some degree. Author Robert Carver draws on financial theory, his experience managing systematic hedge fund strategies and his own in-depth research to explain why systematic trading makes sense and demonstrates how it can be done safely and profitably. Every aspect, from creating trading rules to position sizing, is thoroughly explained. The framework described here can be used with all assets, including equities, bonds, forex and commodities. There is no magic formula that will guarantee success, but cutting out simple mistakes will improve your performance. You'll learn how to avoid common pitfalls such as over-complicating your strategy, being too optimistic about likely returns, taking excessive risks and trading too frequently. Important features include: - The theory behind systematic trading: why and when it works, and when it doesn't. - Simple and effective ways to design effective strategies. - A complete position management framework which can be adapted for your needs. - How fully systematic traders can create or adapt trading rules to forecast prices. - Making discretionary trading decisions within a systematic framework for position management. - Why traditional long only investors should use systems to ensure proper diversification, and avoid costly and unnecessary portfolio churn. - Adapting strategies depending on the cost of trading and how much capital is being used. - Practical examples from UK, US and international markets showing how the framework can be used. Systematic Trading is detailed, comprehensive and full of practical advice. It provides a unique new approach to system development and a must for anyone considering using systems to make some, or all, of their investment decisions.

Download or read book Handbook of High Frequency Trading written by Greg N. Gregoriou and published by Academic Press. This book was released on 2015-02-05 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive examination of high frequency trading looks beyond mathematical models, which are the subject of most HFT books, to the mechanics of the marketplace. In 25 chapters, researchers probe the intricate nature of high frequency market dynamics, market structure, back-office processes, and regulation. They look deeply into computing infrastructure, describing data sources, formats, and required processing rates as well as software architecture and current technologies. They also create contexts, explaining the historical rise of automated trading systems, corresponding technological advances in hardware and software, and the evolution of the trading landscape. Developed for students and professionals who want more than discussions on the econometrics of the modelling process, The Handbook of High Frequency Trading explains the entirety of this controversial trading strategy. Answers all questions about high frequency trading without being limited to mathematical modelling Illuminates market dynamics, processes, and regulations Explains how high frequency trading evolved and predicts its future developments