Trading Regime Analysis
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| Author | : Murray Gunn |
| Publisher | : John Wiley & Sons |
| Total Pages | : 440 |
| Release | : 2009-01-15 |
| Genre | : Business & Economics |
| ISBN | : 0470742844 |
Trading Regime Analysis is a groundbreaking work on how markets behave and how to profit from this behaviour. The book describes that it is the human nature of markets which explains why this behaviour exists and whether one believes in fundamental or technical market analysis, the ebb and flow of volatility is the one undeniable truth that exists in financial and commodity markets. It is the up and down cycles of volatility that is the manifestation of human psychology as the ultimate driver of markets and volatility, like human behaviour, has a distinct cycle to it. Offers in detail the methods that can be used to identify whether a market is about to start trending or about to enter a period of range trading Highlights important applications for this analysis for institutional investors, asset allocators, hedge fund managers and retail investors Provides unique content as there are no existing titles on trading regime analysis
| Author | : Jun Chen |
| Publisher | : CRC Press |
| Total Pages | : 165 |
| Release | : 2020-09-14 |
| Genre | : Business & Economics |
| ISBN | : 1000220168 |
Based on interdisciplinary research into "Directional Change", a new data-driven approach to financial data analysis, Detecting Regime Change in Computational Finance: Data Science, Machine Learning and Algorithmic Trading applies machine learning to financial market monitoring and algorithmic trading. Directional Change is a new way of summarising price changes in the market. Instead of sampling prices at fixed intervals (such as daily closing in time series), it samples prices when the market changes direction ("zigzags"). By sampling data in a different way, this book lays out concepts which enable the extraction of information that other market participants may not be able to see. The book includes a Foreword by Richard Olsen and explores the following topics: Data science: as an alternative to time series, price movements in a market can be summarised as directional changes Machine learning for regime change detection: historical regime changes in a market can be discovered by a Hidden Markov Model Regime characterisation: normal and abnormal regimes in historical data can be characterised using indicators defined under Directional Change Market Monitoring: by using historical characteristics of normal and abnormal regimes, one can monitor the market to detect whether the market regime has changed Algorithmic trading: regime tracking information can help us to design trading algorithms It will be of great interest to researchers in computational finance, machine learning and data science. About the Authors Jun Chen received his PhD in computational finance from the Centre for Computational Finance and Economic Agents, University of Essex in 2019. Edward P K Tsang is an Emeritus Professor at the University of Essex, where he co-founded the Centre for Computational Finance and Economic Agents in 2002.
| Author | : Perry J. Kaufman |
| Publisher | : John Wiley & Sons |
| Total Pages | : 1232 |
| Release | : 2013-01-29 |
| Genre | : Business & Economics |
| ISBN | : 1118043561 |
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.
| Author | : Jakob Blicher-Hansen |
| Publisher | : |
| Total Pages | : 196 |
| Release | : 1997 |
| Genre | : |
| ISBN | : |
| Author | : Perry J. Kaufman |
| Publisher | : John Wiley & Sons |
| Total Pages | : 1174 |
| Release | : 2019-10-22 |
| Genre | : Business & Economics |
| ISBN | : 1119605350 |
The new edition of the definitive reference to trading systems—expanded and thoroughly updated. Professional and individual traders haverelied on Trading Systems and Methods for over three decades. Acclaimed trading systems expert Perry Kaufman provides complete, authoritative information on proven indicators, programs, systems, and algorithms. Now in its sixth edition, this respected book continues to provide readers with the knowledge required to develop or select the trading programs best suited for their needs. In-depth discussions of basic mathematical and statistical concepts instruct readers on how much data to use, how to create an index, how to determine probabilities, and how best to test your ideas. These technical tools and indicators help readers identify trends, momentum, and patterns, while an analytical framework enables comparisons of systematic methods and techniques. This updated, fully-revised edition offers new examples using stocks, ETFs and futures, and provides expanded coverage of arbitrage, high frequency trading, and sophisticated risk management models. More programs and strategies have been added, such as Artificial Intelligence techniques and Game Theory approaches to trading. Offering a complete array of practical, user-ready tools, this invaluable resource: Offers comprehensive revisions and additional mathematical and statistical tools, trading systems, and examples of current market situations Explains basic mathematical and statistical concepts with accompanying code Includes new Excel spreadsheets with genetic algorithms, TradeStation code, MetaStock code, and more Provides access to a companion website packed with supplemental materials Trading Systems and Methods is an indispensable reference on trading systems, as well as system design and methods for professional and individual active traders, money managers, trading systems developers.
| Author | : Robert M. Barnes |
| Publisher | : Irwin Professional Publishing |
| Total Pages | : 165 |
| Release | : 1997 |
| Genre | : Business & Economics |
| ISBN | : 9780786310982 |
Addressed not to merchants of grain, textiles, spices, or useful goods, but to buyers and sellers of stocks and bonds. A Wall Street program developer explains the factors important for developing and analyzing a trading system. Among them are isolating such components as measuring and controlling risk, candidate selection, the timing of buying and selling, and portfolio management; the necessity for a valid simulation system; and generating new price scenarios. Annotation copyrighted by Book News, Inc., Portland, OR
| Author | : John F. Ehlers |
| Publisher | : John Wiley & Sons |
| Total Pages | : 200 |
| Release | : 2002-02-25 |
| Genre | : Business & Economics |
| ISBN | : 9780471151968 |
Makes one of the most popular tools of market analysis available to a wider audience of traders and technical analysts Pioneered by John Ehlers in the late 1970s, the MESA method of price pattern analysis uses powerful wave theory analysis techniques, originally developed for the field of electrical engineering, to measure market cycles. MESA systems are currently used by technical analysts the world over. Top brokerages lease them and supply their clients with MESA signals and charts. And MESA systems consistently have been rated #1 by Futures Truth, the consumer reports organization of the futures industry. In this highly anticipated Second Edition of his classic work, Ehlers updates his MESA theories and makes them more accessible to a wider trading audience. Completely revised, featuring five new chapters, this new edition incorporates Ehlers's digital signal processing research into MESA. It also includes EasyLanguage programming code that makes it extremely easy for traders to take the leap from theory to practice.
| Author | : Thomas Warren Hertel |
| Publisher | : Cambridge University Press |
| Total Pages | : 428 |
| Release | : 1997 |
| Genre | : Business & Economics |
| ISBN | : 9780521643740 |
This book, drawn from the Global Trade Analysis Project (GTAP), aims to help readers conduct quantitative analysis of international trade issues in an economy-wide framework. In addition to providing a succinct introduction to the GTAP modeling framework and data base, this book contains seven of the most refined GTAP applications undertaken to date, covering topics ranging from trade policy, to the global implications of environmental policies, factor accumulation and technological change.
| Author | : Mark Tinghino |
| Publisher | : John Wiley & Sons |
| Total Pages | : 320 |
| Release | : 2010-05-13 |
| Genre | : Business & Economics |
| ISBN | : 0470885211 |
Most investors know that highly profitable trading methods employ a number of technical analysis tools. Unfortunately, choosing the right ones is easier said than done. In Technical Analysis Tools, professional trader Mark Tinghino cuts through the clutter. First, he demystifies the essential technical approaches such as chart patterns, indicators, Market Profile, and Elliott Wave. He also introduces a new instrument of his own: the cyclical model, which helps identify trend reversals. Next, he provides techniques that turn the tools into trading programs. Those techniques include how to time buying and selling, how to account for the effect of fundamental analysis on technical analysis, and how to use spreads to effectively manage risk. Real-world examples, objective analyses of how successful investors implement their own trading systems, and dozens of charts and graphs make Technical Analysis Tools exceptionally clear and practical.
| Author | : Ernie Chan |
| Publisher | : John Wiley & Sons |
| Total Pages | : 230 |
| Release | : 2013-05-28 |
| Genre | : Business & Economics |
| ISBN | : 1118460146 |
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
