<img height="1" width="1" style="display:none" src="https://www.facebook.com/tr?id=870885239710055&amp;ev=PageView&amp;noscript=1">
Skip to content

Smoothed Moving Average

A Smoothed Moving Average is an Exponential Moving Average, only with a longer period applied. The Smoothed Moving Average gives the recent prices an equal weighting to the historic ones. The calculation does not refer to a fixed period, but rather takes all available data series into account. This is achieved by subtracting yesterday’s Smoothed Moving Average from today’s price. Adding this result to yesterday’s Smoothed Moving Average, results in today’s Moving Average.

Download our free guide, Futures Trading: Technical Analysis for Beginners,  today!


Period. The number of bars in a chart. If the chart displays daily data, then period denotes days; in weekly charts, the period will stand for weeks, and so on. The application uses a default of 9. However, to smooth the Moving Average, the period specified is lengthened: Period=2*n-1.

Aspect: The Symbol field on which the study will be calculated. Field is set to “Default”, which, when viewing a chart for a specific symbol, is the same as “Close”.


A Smoothed Moving Average is another type of Moving Average. In a Simple Moving Average, the price data have an equal weight in the computation of the average. Also, in a Simple Moving Average, the oldest price data are removed from the Moving Average as a new price is added to the computation. The Smoothed Moving Average uses a longer period to determine the average, assigning a weight to the price data as the average is calculated. Thus, the oldest price data in the Smoothed Moving Average are never removed, but they have only a minimal impact on the Moving Average.

The main use of this study is its smoothing out function. In this way, the Moving Average removes short-term fluctuations and leaves to view the prevailing trend.

Moving Averages work best in trending markets. A buy signal occurs when the short and intermediate term averages cross from below to above the longer term average. Conversely, a sell signal is issued when the short and intermediate term averages cross from above to below the longer term average. You can use the same signals with two Moving Averages, but most market technicians suggest using longer term averages when trading only two Smoothed Moving Averages in a crossover system.

Another trading approach is to use the current price concept. If the current price is above the Smoothed Moving Averages, you buy. Liquidate that position when the current price crosses below either Moving Average. For a short position, sell when the current price is below the Smoothed Moving Average. Liquidate that position when the current price rises above the Smoothed Moving Averages.

As you use Smoothed Moving Averages, do not confuse them with Simple Moving Averages. A Smoothed Moving Average behaves quite differently from a Simple Moving Average. It is a function of the weighting factor or length of the average.


Murphy, John J. Technical Analysis of the Futures Markets. New York Institute of Finance. Englewood Cliffs, NJ. 1986.

Wilder, J. Welles. New Concepts in Technical Trading Systems. Greensboro, NC: Trend Research, 1978.

Kaufman, P. J. Technical Analysis in Commodities.

Kaufman, Perry J. The New Commodity Trading System and Methods. 1987.

Murphy, John J. The Visual Investor. New York, NY: John Wiley & Sons, Inc. 1996.

Maxwell, J. R. Commodity Futures Trading with Moving Averages. 1976.

Colby, Robert F., Myers, Thomas A. The Encyclopedia of Technical Market Indicators. Dow Jones – Irwin. Homewood, IL. 1988.

Pring, Martin J. Technical Analysis Explained.

Lebeau, Charles, and Lucas, David. Technical Trader’s Guide to Computer Analysis of the Futures Market. Homewood, IL: Business One Irwin. 1991.

Content Source: FutureSourceNew call-to-action

View Other Technical Analysis Studies