System Design | FEB 2005
Building A Workable Trading Model by Seth Weinstein
Stocks & Commodities V. 23:2 (32-35): Building A Workable Trading Model by Seth Weinstein Having trouble designing a successful trading system? Here’s how you can develop a robust, non–curve fitted system for trading. Statistical models allow you to reduce, if not remove, emotion from the trading process. Knowing the model’s past performance gives you some comfort when you enter a trade, something a discretionary trader does not have. However, there are drawbacks to using quantitative models if they are not designed correctly. If a model is not properly designed and tested, it can be a dangerous tool. The key to using a quantitative model is to develop a robust, non–curve fitted system for trading. DEVELOPING A ROBUST STRATEGY When you create a quantitative strategy, you need to find a statistical pattern from historical data that will continue to work going forward. A robust model should perform in actual use in a similar manner as it did in historical tests. So what can you do to increase the odds that a model will be a longlasting one? OUT-OF-SAMPLE TESTING One precaution you can take to ensure that a model is robust is to use out-of-sample testing during the optimization process. Optimization is the process of testing for the most effective values for the inputs of the system being designed. Do not use the full range of historical price data to perform out-of-sample testing when optimizing. By leaving out a section or sections of historical data from the optimizing, you can see how the system would perform on data outside of the optimization. This process helps you avoid curve-fitting the system.
by Seth Weinstein
Technical Analysis of STOCKS & COMMODITIES
The Traders’ Magazine since 1982
has had over 1,226,237 subscribers from 174 different countries.
37,000 Page Traders’ Archive for $89.99
To continue reading, sign-up for trial access to Traders.com and the S&C Archive — 37,000 pages of trading ideas!
After verifying your email address, you will have limited access to the S&C Archive, as well as access to a Digital Edition of S&C, and access to Traders.com Advantage and Working Money for 30 days.
Not a subscriber to Technical Analysis of
STOCKS & COMMODITIES magazine?
Click
here to subscribe, or request
a trial subscription.
Log-in now to view articles from the S&C Archive.
Your Subscriber ID is located at the top of your magazine label, highlighted here in red.
Your last name can be found on the second line, highlighted here in blue.
*If you have a company name on the label, that can also be used. It will appear below your name on the label.
If you do not have a Subscriber ID on your label, you can find it on your statement or renewal form.
For help locating your Subscriber ID number, please call us at 1-800-832-4642 or send an email to Survey@Traders.com. If sending an email, please include your name and mailing address.