Last week I shared a backtest conducted to assess the merit of the 50-day moving average. You’ll want to read it as a precursor to today’s discussion.
You’ll recall the following graphic shared the number of winning and losing signals for each year as well as the total Profit/Loss:
I highlighted 2000 in red because it generated the worst overall performance. In contrast, 2008 was the best. Let’s explore why the signals were so good in one year, while being so terrible in the other.
Consider first, the 2008 SPY chart below with highlighted crossovers:
Can you tell why the 50-MA provided such good signals? Because the market was trending! Simply put, moving average trading systems shine in trending markets. If a stock experiences strong follow through after breaking above or below the 50 MA, this approach is a veritable ATM machine. Since the rules dictate one is always long or short the market, it allowed unfettered participation in the lion’s share of 2008’s sell-off.
Now, if the 50 MA is most effective in trending markets, then how do you think it will fare in non-trending markets? Might this be the trouble with its performance in 2000? Let’s see.
The first two-thirds of 2000 were a veritable chop-fest littered with false signals. Though the last few months produced solid profits for a short trade, it wasn’t closed until early 2001. The takeaway is clear: Range-bound markets are the Achilles heel of this strategy.
Unfortunately, it’s difficult to consistently forecast whether the market will exhibit trending or range-bound behavior. Thus, the hope with the 50 MA strategy is that the drawdowns incurred during choppy market are overcome by the profits captured once prices start trending again. That hope certainly bore fruit over the decade studied. Whether it remains as potent going forward remains to be seen.
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