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Rocket Science for Traders: Digital Signal Processing Applications »

Book cover image of Rocket Science for Traders: Digital Signal Processing Applications by John F. Ehlers

Authors: John F. Ehlers
ISBN-13: 9780471405672, ISBN-10: 0471405671
Format: Hardcover
Publisher: Wiley, John & Sons, Incorporated
Date Published: July 2001
Edition: (Non-applicable)

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Author Biography: John F. Ehlers

JOHN F. EHLERS received his BSEE and MSEE from the University of Missouri and did his doctoral work at the George Washington University, majoring in fields and waves and minoring in information theory. A private trader since 1976, he is currently President of MESA Software (www.mesasoftware.com) and has written a previous book, MESA and Trading Market Cycles, as well as numerous articles for Futures and Technical Analysis of Stocks & Commodities magazines. He has now expanded the scope of his contributions to technical analysis through the application of scientific digital signal processing techniques.

Book Synopsis

Author John Ehlers sums up his book perfectly in saying, "Truth and science triumph over ignorance and superstition." Rocket Science for Traders adapts digital signal processing techniques from the physical sciences for use in the field of trading. This thorough guide develops unique indicators to view the market from a new perspective and will help you expand the use of traditional indicators to achieve more precise computations.

As one of the first technical analysts to apply digital signal analysis to the markets, Ehlers brings the expertise, knowledge, and vision of this method to light in a way that nobody else can. An introduction to the science of digital signal analysis is quickly followed by an explanation of the two main "modes" of the market: Trend and Cycle, plus what tools to use while trading in these modes. From there, you'll learn about the moving averages most commonly used by traders, properties of momentum functions, and other important aspects of using digital signal processing techniques to trade.

Rocket Science for Traders moves quickly from the basic building blocks to the heart and soul of this technical analysis method. Unique indicators, including Signal-to-Noise Ratio and the Sinewave Indicator, are discussed. Finite Impulse Response (FIR) and Infinite Impulse Response (IIR) filters are thoroughly described. Learn how to generate predictive filters and when to use them for optimum effectiveness.

In his goal to revolutionize the art of trading, John Ehlers has uncovered effective new trading tools by introducing the concept of modern digital signal processing. Whether you're looking for "cookbook" codes to help you begin trading immediately, or new analysis tools such as the Homodyne cycle period measurer and the Instantaneous Trendline, once you've read this groundbreaking book, you'll be able to view the market from a new perspective and profit from it.

Table of Contents

Ch. 1Introduction to the Science of Digital Signal Analysis1
Ch. 2Market Modes9
Ch. 3Moving Averages17
Ch. 4Momentum Functions33
Ch. 5Complex Variables41
Ch. 6Hilbert Transforms51
Ch. 7Measuring Cycle Periods63
Ch. 8Signal-to-Noise Ratio79
Ch. 9The Sinewave Indicator95
Ch. 10The Instantaneous Trendline107
Ch. 11Identifying Market Modes113
Ch. 12Designing a Profitable Trading System119
Ch. 13Transform Arithmetic131
Ch. 14Finite Impulse Response Filters143
Ch. 15Infinite Impulse Response Filters151
Ch. 16Removing Lag167
Ch. 17MAMA - The Mother of Adaptive Moving Averages177
Ch. 18Ehlers Filters185
Ch. 19Measuring Market Spectra197
Ch. 20Optimum Predictive Filters205
Ch. 21What You See Is What You Get215
Ch. 22Making Standard Indicators Adaptive227
Epilogue239
For More Information240
Glossary241
Index245

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