The World’s Longest Trend-Following Backtest
Were in the middle of an academic research project and we ran a simple long-term trend-following model from January 1, 1801 to September 30, 2015.
Our trend-following methodology is further described in our downside protection piece.
- Absolute Performance Rule: Time Series Momentum Rule (TMOM)
- Excess return = total return over past 12 months less return of T-Bills
- If Excess return >0, go long risky assets. Otherwise, go long alternative assets (T-Bills)
- Concept made popular by Gary Antonacci
- Trending Performance Rule: Simple Moving Average Rule (MA)
- Moving Average (12) = average of 12 month prices
- If Current Price – Moving Average (12) > 0, go long risky assets. Otherwise, go long alternative assets (T-Bills).
- Concept made popular by Meb Faber
- Robust Asset Allocation Rule: Combination of TMOM and MA (ROBUST)
- 50% TMOM, 50% MA
Our study includes 6 asset classes and strategies assessed over the sample time period:
- SPX = S&P 500 Total Return Index spliced with generic US stock market data in early years
- LTR= 10-Year Treasury Total Return Index
- SP_MA = SPX with MA rule applied
- 60,40=60/40 SPX, LTR
- SP_TMOM= SPX with TMOM rule applied
- SP_ROBUST= SPX with ROBUST rule applied
Results are gross, no fees are included. All returns are total returns and include the reinvestment of distributions (e.g., dividends). Indexes are unmanaged, do not reflect management or trading fees, and one cannot invest directly in an index.
First, the laundry list of domestic equity drawdowns over time that exceed 15%. I’ve highlighted the worst performer in red across the index, 10-years, and the index with MA:
- MA rule, TMOM rule and ROBUST rule, historically, have reduced drawdowns
- Treasury bonds, historically, act like insurance assets and serve as a “crisis alpha” instrument
Here we look at top SPX drawdowns and the associated results across the different strategies over two sample periods:
Downside Protection: 1800-1926
Downside Protection: 1927-2015
Note: This site provides no information on our value investing ETFs or our momentum investing ETFs. Please refer to this site.
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Definitions of common statistics used in our analysis are available here (towards the bottom)