Design, Testing, and Optimization of Trading Systems

  Author:    Robert Pardo, Robert Pardo
  ISBN:    0471554464
  Sales Rank:    260512
  Published:    1992-08-12
  Publisher:    Wiley
  # Pages:    176
  Binding:    Hardcover
  Avg. Rating:    4.0 based on 10 reviews
  Used Offers:    6 from $75.00
  Amazon Price:    $75.00
  (Data above last updated:  2008-11-29 04:21:33 EST)
  
  
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Design, Testing, and Optimization of Trading Systems
  
A practical, hands-on guide to setting up, adjusting, and trading mechanical systems that requires no computer or programming skills! Here's everything you'll need to develop and verify each stage of a profitable trading strategy, from formulation through testing to real-time trading. Armed with the author's battery of easily accomplished testing and optimization techniques — many never before published — you'll design a workable trading strategy, reliably measure its profit potential and risk, and then test it to see if it works in real-time trading. No matter what your level of trading expertise, now you can swiftly isolate and eliminate the causes of trading failure and make the decisions essential to profitable computerized trading. You'll discover:
  • The seven major components of mechanical trading strategies and their uses
  • When and how to use fast, accurate, and realistic computer simulations to evaluate a strategy's trading performance without risking precious capital
  • The best ways to tailor a trading strategy to fit the unique personalities of widely different markets
  • What to expect from a trading model in real-time trading
  • How to judge trading performance with respect to historical testing performance
Design, Testing, and Optimization of Trading Systems helps you develop, evaluate, and apply a winning computer trading system that suits your specific needs.
                  Reader Reviews 1 - 12 of 12                 
  
  
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07-13-07 4 0\1
(Hide Review...)  The best book I've read about trading system design and development
Reviewer Permalink
The book is well written and easy to read. I have learned a great deal from it. So far, it is the best book I've read about trading system design and development. I recommend it to anybody who is serious about trading systems.
(Review Data Last Updated: 2008-11-30 05:22:20 EST)
02-04-07 4 2\2
(Hide Review...)  A good introduction to trading system development
Reviewer Permalink
Let me state my biases up front. I've always been rather suspicious of so-called "mechanical" trading strategies, although I'm a strong supporter of a technical approach to the market.

Technical analysis, for me, has always been about individual market participants, as a group, are likely to respond to price action to further their interest for profits, or to conserve capital. Market players are not mindless robots who are as predictable as coin flips, but people pursuing goals, and who learn from history. How the market reacts to news and fundamental info is extremely important from this point of view.

While there are things that can be learned from looking at price action, any algorithm that can extract profits from markets is likely to be short lived. With the advent of cheap, powerful computers, it is all too easy to "test" a system on historical data, only to have it fail in real time. Proper system testing is difficult to do.

Even if testing is done properly, it is likely to have been found by a significant number of smart, well-capitalized people long before you or I ever came onto the scene, making historical test results misleading, possibly unprofitable.

The fact is, markets change, and the context of price action in the past may be totally different to the current market environment. How do market systems account for market change, while still producing valid results?

This book allayed some of my fears. Since system testing IS hard to do, it is unlikely that a significant percentage of people will discover the signals of a profitable system, making the method unprofitable.

Even a skeptic such as myself will admit that proper historical testing can, at the very least, encourage thought about future market conditions, and prepare for various scenarios.

Most important (to me), system testing provides a reasonable method for adapting to changing markets. As new data comes in, the model can, and should, change.

This book teaches you how to do proper system testing, so you can have confidence in your results.

I deduct 1 star from the emphasis on the use of a frequentist statistical methodology. It is becoming clear in economics that talk of "long run frequencies" makes little sense for historical events that occur in a particular place, or a particular time, and are not likely to be repeated.

The use of Bayesian methods based on a subjective interpretation of probability (ie. degrees of belief), are growing in usage, and can provide more appropriate answers to certain questions that the "frequentist" methods do not.

For experienced technicians, I can recommend it.
(Review Data Last Updated: 2007-07-13 17:10:25 EST)
02-03-07 4 4\5
(Hide Review...)  A good introduction to trading system development
Reviewer Permalink
Let me state my biases up front. I've always been rather suspicious of so-called "mechanical" trading strategies, although I'm a strong supporter of a technical approach to the market.

Technical analysis, for me, has always been about individual market participants, as a group, are likely to respond to price action to further their interest for profits, or to conserve capital. Market players are not mindless robots who are as predictable as coin flips, but people pursuing goals, and who learn from history. How the market reacts to news and fundamental info is extremely important from this point of view.

While there are things that can be learned from looking at price action, any algorithm that can extract profits from markets is likely to be short lived. With the advent of cheap, powerful computers, it is all too easy to "test" a system on historical data, only to have it fail in real time. Proper system testing is difficult to do.

Even if testing is done properly, it is likely to have been found by a significant number of smart, well-capitalized people long before you or I ever came onto the scene, making historical test results misleading, possibly unprofitable.

The fact is, markets change, and the context of price action in the past may be totally different to the current market environment. How do market systems account for market change, while still producing valid results?

This book allayed some of my fears. Since system testing IS hard to do, it is unlikely that a significant percentage of people will discover the signals of a profitable system, making the method unprofitable.

Even a skeptic such as myself will admit that proper historical testing can, at the very least, encourage thought about future market conditions, and prepare for various scenarios.

Most important (to me), system testing provides a reasonable method for adapting to changing markets. As new data comes in, the model can, and should, change.

This book teaches you how to do proper system testing, so you can have confidence in your results.

I deduct 1 star from the emphasis on the use of a frequentist statistical methodology. It is becoming clear in economics that talk of "long run frequencies" makes little sense for historical events that occur in a particular place, or a particular time, and are not likely to be repeated.

The use of Bayesian methods based on a subjective interpretation of probability (ie. degrees of belief), are growing in usage, and can provide more appropriate answers to certain questions that the "frequentist" methods do not.

For experienced technicians, I can recommend it.
(Review Data Last Updated: 2008-02-13 23:55:21 EST)
11-08-06 5 1\3
(Hide Review...)  Classic book for trading systems
Reviewer Permalink
Very well written (simple English) that help to organize thoughts of trading. and it help to improve your level of thinking about trading in general. little book, but very useful.
(Review Data Last Updated: 2008-02-13 23:55:21 EST)
05-01-06 2 3\13
(Hide Review...)  Boring
Reviewer Permalink
I agree in part with the reviewer that has given 1 star to this book. I have not finished this book yet, and in fact I bought this book because of the numerous 5 stars reviews.

Many definitions appear only after they are mentioned in the text, so that perhaps you need to read and reread for this book to be useful.


(Review Data Last Updated: 2008-02-13 23:55:21 EST)
04-19-05 1 14\58
(Hide Review...)  Worst Book I've Ever Read On The Topic
Reviewer Permalink
I have never written a comment about a book, but hopefully other people will at least be warned. This is the one of the worst books I've ever read. I have read several Wiley books; most of them are poorly written and lacking substance. This one is unbelievably bad.
This book deserves a negative five stars. (Who wrote those other reviews?)
If you have never read a book on trading systems, then this book is may tell you something. Otherwise, save your money. There's nothing here.
(Review Data Last Updated: 2008-02-13 23:55:21 EST)
03-04-05 5 6\11
(Hide Review...)  Concise
Reviewer Permalink
This book is the epitome of concise; I'm sure its the thinnest hardcover book I own. Don't be fooled; it is very dense and targeted. It does not tell you much about specific trading strategies; it is directed toward the person who has some trading ideas and wants to know how to test them thoroughly. I wish there were more books out there like this; expensive but worth every penny.
(Review Data Last Updated: 2008-02-13 23:55:21 EST)
12-29-04 5 5\7
(Hide Review...)  One of the few really good books on the subject
Reviewer Permalink
If you are trying to develop a profitable trading system, this is a book you really should read. It is one of the very few good books out there on the subject of developing an automated trading engine that will withstand the test of time and hold up when the bets are placed. It covers all the critical issues involved in successful trading system development: data, backtesting, optimization (and over-optimization), issues of robustness, and more. I would not hesitate to recommend it.

Jeffrey Owen Katz, Ph.D.
Author (with Donna McCormick): "The Encyclopedia of Trading Strategies" (McGraw Hill, 2000).
(Review Data Last Updated: 2006-07-07 07:50:52 EST)
01-25-04 5 15\17
(Hide Review...)  Authors' Comments
Reviewer Permalink
I am pleased to note that many still find my book published in 1991 to be useful and informative.

However, I might suggest to any who come to these pages to be wary of the claims made by the vendors in the sponsered links on this page, especially the last two.

I suspect that it would be prudent for a trader who is considering one of these trading systems to apply the principles of trading system evaluation provided in my book to theses claims before becoming involved with these trading systems.

Bob Pardo

(Review Data Last Updated: 2006-07-07 07:50:52 EST)
12-18-03 5 10\10
(Hide Review...)  Excellent how-to on applying simple statistical analysis
Reviewer Permalink
A great instructional book on the application of statistical analysis to trading systems. It's excellent for novice trading system developers who don't yet understand the importance of rigorous testing or discretionary traders who aren't yet aware of their need for a carefully and thoroughly tested trading system--a real eye-opener. While the text is somewhat repetitive and the references to software are extremely dated, the techniques within are timeless and are boiled down so that non-mathematicians can easy understand and apply them. This book helps you bypass the slow process of learning system development by trial-and-error and gives you a clear step-by-step breakdown of how to ensure that your trading system is sound and "robust." However, for those of you looking for trading system recipes/indicators/source code, you won't find it here. Coming up with ideas for a trading system and setting them up is entirely up to you--this book only describes the process of forging an existing trading system into a robust system that can be used successfully in real-time trading. A must-read for any serious trading system developer!
(Review Data Last Updated: 2006-07-07 07:50:52 EST)
08-20-01 5 34\38
(Hide Review...)  Best Introductory Technical Analysis Book
Reviewer Permalink
This book contains everything you need to know to understand the theory of computerized trading systems. It goes through the process of choosing a strategy, implementing it in algorithm form, perfecting variables, and optimization. The most important parts, in my opinion, are those regarding tests of statistical significance of the test results. The author is also careful to caution against any "over-optimization," which is the bane of any trading system.

Incedentally, I manage the technical analysis arm of a newsletter that attempts to forecast the best performing Fidelity Select mutual fund. This book was an asset during the implementation of my trading system. I would choose it before "The Mathematics of Technical Analysis," by Clifford Sherry, for example.

The trading system paradigm detailed in this book is based on technical analysis; the use of mathematical tools to estimate the future performance of a security. Technical analysis is, of course, at odds with the strict versions of the efficient market theory. Do you believe that stock performance is deterministic, that future price changes can be inferred from past ones? If so, this is the book to use to implement your computerized trading system.

(Review Data Last Updated: 2006-07-07 07:50:52 EST)
06-09-00 5 6\35
(Hide Review...)  Well done !
Reviewer Permalink
An excellent guide through trading systems. It helps me a lot in My day trading.Only useful things.
(Review Data Last Updated: 2006-07-07 07:50:52 EST)
  
                  Reader Reviews 1 - 12 of 12                 
  
  
  
  
  
  

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