Which Moving Average Is the Best Support?

Schaeffer's Investment Research
  OCT 22, 2012 11:05 AM

Fifty-day? 200-day? Here, an attempt to solve the problem of which moving average provides the best support for stocks.

 


Foreword: The SPDR S&P 500 ETF Trust (SPY) (NYSEARCA:SPY), which tracks the S&P 500 Index (INDEXSP:.INX), pulled back to its 50-day moving average at the end of the past couple of weeks. Many traders closely follow moving averages and view them as support when a stock pulls back to one. Others disregard moving averages completely.

Below is a chart of SPY with its 50-day moving average. Using some simple criteria, I made a rule that signaled pullbacks to the moving average. For example, the SPY had to be trading above the moving average for two months and then get within 1% of the moving average. I marked those signals on the chart below, which goes back to 2010. So does the moving average mean anything? Of course, there's no way to say for sure, because randomness can cause figures to be skewed one way or the other. But since 2000, after a pullback to the 50-day moving average (as defined in these terms), the SPY averages a 0.36% return over the next month and is positive 67% of the time in 12 signals. Typically, the SPY has been up 0.25% and positive 60% of the time over the same period, so there is some outperformance.



Solving the Moving-Average Debate: Different traders watch different moving averages based on a lot of different criteria. I attempt here to solve the problem of which moving average provides the best support for stocks. I used criteria similar to what is described above for the SPY, and ran the numbers for all stocks since 2010 using multiple moving averages. Then, I found the one-month returns after a signal and summarized them. Below is a table of the results, where you'll see the average, median and percent positive of the returns. The last two columns show the percentage of the time the stock bounced off the moving average to gain at least 5% within a month of the signal. The second column is when the stock fell right through the moving average and lost at least 5% within a month.

The 50-day moving average has, in fact, been pretty positive for stocks. That trendline shows the best average return, along with the highest percentage of stocks bouncing for a big gain and the lowest percentage of stocks that fell through the moving average. Meanwhile, based on the data below, the 150-day moving average doesn't seem like very solid support.



Which moving average has been the most reliable support this year? The table below summarizes the data for 2012 only. The 50-day still looks to have been pretty good support, with stocks averaging a 0.77% return over the next month after pulling back to the moving average. The 200-day moving average also looks like it has been reliable.



Finally, below are the stocks that signaled at the end of last week by pulling back to either the 50-day or 200-day moving average. However, I would not suggest blindly buying these names, since there are a lot of variables to consider before making a trade. In fact, Omnicom Group (NYSE:OMC) fell through its 200-day moving average on Friday, and is now trading well below it.



This article by Rocky White was originally published on Schaeffer's Investment Research.

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