An Introduction to Algorithmic Trading / Wiley Trading Series (ePub)
Basic to Advanced Strategies
(Sprache: Englisch)
Interest in algorithmic trading is growing massively -it's cheaper, faster and better to control than standardtrading, it enables you to 'pre-think' the market,executing complex math in real time and take the required decisionsbased on the strategy defined....
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Produktinformationen zu „An Introduction to Algorithmic Trading / Wiley Trading Series (ePub)“
Interest in algorithmic trading is growing massively -it's cheaper, faster and better to control than standardtrading, it enables you to 'pre-think' the market,executing complex math in real time and take the required decisionsbased on the strategy defined. We are no longer limited by human'bandwidth'. The cost alone (estimated at 6 cents pershare manual, 1 cent per share algorithmic) is a sufficient driverto power the growth of the industry. According to consultant firm,Aite Group LLC, high frequency trading firms alone account for 73%of all US equity trading volume, despite only representingapproximately 2% of the total firms operating in the US markets.Algorithmic trading is becoming the industry lifeblood. But it is asecretive industry with few willing to share the secrets of theirsuccess.
The book begins with a step-by-step guide to algorithmictrading, demystifying this complex subject and providing readerswith a specific and usable algorithmic trading knowledge. Itprovides background information leading to more advanced work byoutlining the current trading algorithms, the basics of theirdesign, what they are, how they work, how they are used, theirstrengths, their weaknesses, where we are now and where we aregoing.
The book then goes on to demonstrate a selection of detailedalgorithms including their implementation in the markets. Usingactual algorithms that have been used in live trading readers haveaccess to real time trading functionality and can use the neverbefore seen algorithms to trade their own accounts.
The markets are complex adaptive systems exhibitingunpredictable behaviour. As the markets evolve algorithmicdesigners need to be constantly aware of any changes that mayimpact their work, so for the more adventurous reader there is alsoa section on how to design trading algorithms.
All examples and algorithms are demonstrated in Excel on theaccompanying CD ROM, including actual algorithmic examples whichhave been used in live trading.
The book begins with a step-by-step guide to algorithmictrading, demystifying this complex subject and providing readerswith a specific and usable algorithmic trading knowledge. Itprovides background information leading to more advanced work byoutlining the current trading algorithms, the basics of theirdesign, what they are, how they work, how they are used, theirstrengths, their weaknesses, where we are now and where we aregoing.
The book then goes on to demonstrate a selection of detailedalgorithms including their implementation in the markets. Usingactual algorithms that have been used in live trading readers haveaccess to real time trading functionality and can use the neverbefore seen algorithms to trade their own accounts.
The markets are complex adaptive systems exhibitingunpredictable behaviour. As the markets evolve algorithmicdesigners need to be constantly aware of any changes that mayimpact their work, so for the more adventurous reader there is alsoa section on how to design trading algorithms.
All examples and algorithms are demonstrated in Excel on theaccompanying CD ROM, including actual algorithmic examples whichhave been used in live trading.
Inhaltsverzeichnis zu „An Introduction to Algorithmic Trading / Wiley Trading Series (ePub)“
Acknowledgments. Mission Statement. PART I INTRODUCTION TO TRADING ALGORITHMS. Preface to Part I. 1 History. 2 All About Trading Algorithms You Ever Wanted to Know . . .. 3 Algos Defined and Explained. 4 Who Uses and Provides Algos. 5 Why Have They Become Mainstream so Quickly? 6 Currently Popular Algos. 7 A Perspective View From a Tier 1 Company. 8 How to Use Algos for Individual Traders. 9 How to Optimize Individual Trader Algos. 10 The Future - Where Do We Go from Here? PART II THE LESHIK-CRALLE TRADING METHODS. Preface to Part II. 11 Our Nomenclature. 12 Math Toolkit. 13 Statistics Toolbox. 14 Data - Symbol, Date, Timestamp, Volume, Price. 15 Excel Mini Seminar. 16 Excel Charts: How to Read Them and How to Build Them. 17 Our Metrics - Algometrics. 18 Stock Personality Clusters. 19 Selecting a Cohort of Trading Stocks. 20 Stock Profiling. 21 Stylistic Properties of Equity Markets. 22 Volatility. 23 Returns - Theory. 24 Benchmarks and Performance Measures. 25 Our Trading Algorithms Described - The ALPHA ALGO Strategies. 1. ALPHA-1 (DIFF). 1a. The ALPHA-1 Algo Expressed in Excel Function Language. 2. ALPHA-2 (EMA PLUS) V1 And V2. 3. ALPHA-3 (The Leshik-Cralle Oscillator). 4. ALPHA-4 (High Frequency Real-Time Matrix). 5. ALPHA-5 (Firedawn). 6. ALPHA-6 (General Pawn). 7. The LC Adaptive Capital Protection Stop. 26 Parameters and How to Set Them. 27 Technical Analysis (TA). 28 Heuristics, AI, Artificial Neural Networks and Other Avenues to be Explored. 29 How We Design a Trading Alpha Algo. 30 From the Efficient Market Hypothesis to Prospect Theory. 31 The Road to Chaos (or Nonlinear Science). 32 Complexity Economics. 33 Brokerages. 34 Order Management Platforms and Order Execution Systems. 35 Data Feed Vendors, Real-Time, Historical. 36 Connectivity. 37 Hardware Specification Examples. 38 Brief Philosophical Digression. 39 Information Sources. APPENDICES. Appendix A 'The List' of Algo Users and Providers. Appendix B Our Industry Classification SECTOR Definitions.
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Appendix C The Stock Watchlist. Appendix D Stock Details Snapshot. CD Files List. Bibliography. Index.
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Autoren-Porträt von Edward Leshik, Jane Cralle
Edward Leshik has spent the last 12 years trading his ownaccount and researching the microeconomics of the NASDAQ and NewYork Stock Exchange markets. Previously he was CEO of anelectronics company, supplying point of sale electronics to majorretailers such as Sears and Sunoco in Canada and Allied Breweriesin the UK, where he gained considerable electronics experience andwas the first to automate an assembly line using electronics in theUK. His main academic background is in mathematics and physics andhe has a great interest in the theories of Universality andComplexity as applied to the markets. He is currently developing afully automated algorithmic trading system with his co-author JaneCralle.Jane Cralle began her career in stockbrokerage atPaineWebber, and later spent 22 years at Linker Capital ManagementInc. managing the accounts of high net worth individuals. She has awide knowledge of the markets and is an expert trader and investor- her extensive experience is invaluable gauging the 'longrun' of market evolution. She is currently researching anddeveloping an automated algorithmic trading system with Edward, andher specialty of cluster analysis of the S&P index componentsis a work in progress background for a proposed book titled Stocksand their Personalities. Jane lives in Louisville with her husband,Rick Kremer, and three children, Sarah, Morgan and Jack.
Bibliographische Angaben
- Autoren: Edward Leshik , Jane Cralle
- 2011, 2. Auflage, 272 Seiten, Englisch
- Verlag: John Wiley & Sons
- ISBN-10: 1119975093
- ISBN-13: 9781119975090
- Erscheinungsdatum: 19.09.2011
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- Größe: 1.41 MB
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Sprache:
Englisch
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