Trading Techniques | JUN 1999
How Smooth Is Your Data Smoother? by Patrick E. Lafferty
How Smooth Is Your Data Smoother? Traders use moving averages to remove random fluctuations from price data. Some moving averages work better than others. Take a look. In 1995, I wrote an article for STOCKS & COMMODITIES presenting some of the properties of three methods for removing random noise from financial time series. I discussed the lags between the turning point of a simple test data sequence and the turning points of three types of moving averages. I showed that for equal moving average periods, the three moving averages had markedly different lag characteristics. Specifically, for each period, an endpoint moving average (EPMA) had a smaller lag than an exponential moving average (EMA), and both the EPMA and EMA had smaller lags than the corresponding simple moving average (SMA). While it is important to define the lag characteristics of a data smoother, there is another, even more basic, question that must be addressed about the performance of the smoothing function. How smoothly does the smoothing function smooth the data?
by Patrick E. Lafferty
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.