Chess has written many times about the 20 month moving average, and I have been meaning to backtest it for him for quite some time. Here are the results.
Buy Rules:
- Buy $SPX at the close of the last day of the month if the monthly close is above the 2o month moving average.
- Sell $SPX at the close of the last day of the month if the monthly close is below the 20 month moving average.
The first trade is made on 6.30.1960. No commissions or slippage are included.
Results:
- Compound Annual Return = 6.08%
- Exposure = 71.52%
- Risk Adjusted Return = 8.50%
- Average Profit/Loss = 17.93%
- 23 Trades
- Winners = 65.22%
- Max System % Drawdown = -33.21%
Buy and Hold of $SPX over Same Time Period
- Compound Annual Return = 6.31%
- Max System % Drawdown = -56.77%
Equity Curve for 20 Month Moving Average System
All charts can be enlarged by clicking on them…
Drawdowns
Profit Table
Summary:
Using the 20 month moving average (over the time period above) to time the S&P slightly underperformed buy and hold. However, the maximum percentage drawdown was nearly cut in half. Thus, this method might serve as a good gut check for the long-term investor, allowing him to capture similar returns as buy and hold while lowering the likelihood of a devastating drawdown.
Caveats:
If I use all $SPX data which starts the first trade at 9.30.29, the compound annual return drops to 4.97% and the max drawdown grows to -61.03%. The late 1930s and early 1940s were tough on this strategy as the S&P executed a slow up and down bleed which whipsawed the system.
Chart Showing the 20 Month Moving Average
The blue line is the 20 month moving average.
You running the system on daily or monthly data?
Damian, its being run over daily, but using TimeFrameSet(inMonthly) and TimeFrameExpand to generate the monthly bars and MAs.
Great work, Wood. Thanks. I like to use that reference point as a general gauge of bear vs. bull which, to your analysis, is good for managing risk rather than hitting home runs.
Thanks Chess! Glad to finally get it done for you. What’s next?
Did me email ever come through? Any thoughts or guidance?
Thanks!!