Decision Moose is a proprietary asset allocation and market timing signal provided to internet users for free. The model has historical trades dating to August 1996. The site has also been independently reviewed by CXO and the historical returns for Decision Moose is impressive. Perhaps the most impressive aspect of Decision Moose besides its historical results are the low turnover – the model is updated/checked weekly, but trades in 2010 totaled 7 and this year there have only been 3 trades.
The model makes its investment decisions based on asset class momentum, monetary policy, and overall market indicators. The model is long-only and invests 100% of its capital to one fund at a time. It evaluates nine index funds to determine which one to invest in, with the nine funds listed below:
Cash or Money Market Fund (3 month Treasury)
Long-term zero-coupon Treasury bonds (BTTRX)
Large cap US stocks (SPY)
Small cap US stocks (IWM)
Gold Bullion (GLD)
Europe 350 stocks (IEV)
Latin America 40 stocks (ILF)
Japan stocks (EWJ)
Pacific ex-Japan stocks (EPP)
The current holding as of 11/18/11 is Long Treasury Bonds (BTTRX).
How To Trade Market Sentiment
I decided to to look at this portfolio using just relative strength. This is not an attempt to unveil or decode Decision Moose’s proprietary model since I am making no consideration for monetary conditions or other market indicators. Rather, I wanted to see how a strictly momentum based model of the Moose portfolio performed historically.
ETF Replay was used to test the portfolio in a variety of manners. I had to make two adjustments to the portfolio in order to backtest the portfolio – TLT was substituted for BTTRX and SHY was substituted for 3 month treasuries. Another limitation to this test is GLD did not begin trading until 2004 – Decision Moose used a closed-end fund, ASA, for gold prior to GLD’s inception. ASA is not in ETF Replay’s historical database.
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First, I tested the portfolio to 2003 using the 6 month relative performance to determine a single holding and rebalanced monthly. The results are below:
The current holding using 6 month relative strength is TLT.
If we perform the same exact test using 3 month relative strength, holding the top fund and re-balancing monthly performed as follows:
The current holding using the 3 month relative strength signal is TLT.
Next, if we test a strategy using the 6 month returns weighted 40%, 3 month returns weighted 30%, and 3 month volatility weighted at 30% (I refer to this as “6/3/3″), the Moose Portfolio performance is below. For more background on how this “6/3/3″ strategy works, I provide background on my ETFReplay.com Portfolio which I update and track monthly for free on Scott’s Investments:
The volatility is lower in this test and the equity curve shows less peaks and valleys than the first two tests. TLT is also the current holding in this strategy.
Finally, if we test a strategy using the 3 month returns weighted 40%, 20 day returns weighted 30%, and 20 day volatility weighted at 30% (“3/20/20″), the Moose Portfolio performs as follows:
The 3/20/20 strategy has stalled somewhat in the past 2 years but still shows impressive returns at lower volatility compared to SPY. It is evident from all four strategies and Decision Moose that long-term treasuries, at least for the time being, is the asset-class showing favorable risk/return.
The full trade history of the 6/3/3 strategy is below:
| Start Date |
End Date |
Portfolio |
Return |
Bench Return |
| 12/31/02 |
01/31/03 |
ILF |
-4.54% |
-2.46% |
| 01/31/03 |
02/28/03 |
TLT |
3.10% |
-1.35% |
| 02/28/03 |
03/31/03 |
TLT |
-1.36% |
0.21% |
| 03/31/03 |
04/30/03 |
EPP |
4.16% |
8.46% |
| 04/30/03 |
05/30/03 |
ILF |
3.69% |
5.48% |
| 05/30/03 |
06/30/03 |
ILF |
2.78% |
1.07% |
| 06/30/03 |
07/31/03 |
ILF |
3.44% |
1.80% |
| 07/31/03 |
08/29/03 |
ILF |
4.72% |
2.06% |
| 08/29/03 |
09/30/03 |
EPP |
3.84% |
-1.09% |
| 09/30/03 |
10/31/03 |
ILF |
6.01% |
5.35% |
| 10/31/03 |
11/28/03 |
EPP |
-0.80% |
1.09% |
| 11/28/03 |
12/31/03 |
ILF |
10.86% |
5.03% |
| 12/31/03 |
01/30/04 |
ILF |
-0.53% |
1.98% |
| 01/30/04 |
02/27/04 |
IEV |
3.31% |
1.36% |
| 02/27/04 |
03/31/04 |
EPP |
-0.32% |
-1.32% |
| 03/31/04 |
04/30/04 |
EWJ |
-6.71% |
-1.89% |
| 04/30/04 |
05/28/04 |
IEV |
1.98% |
1.71% |
| 05/28/04 |
06/30/04 |
EWJ |
6.31% |
1.85% |
| 06/30/04 |
07/30/04 |
IEV |
-3.79% |
-3.22% |
| 07/30/04 |
08/31/04 |
TLT |
4.16% |
0.24% |
| 08/31/04 |
09/30/04 |
TLT |
0.95% |
1.00% |
| 09/30/04 |
10/29/04 |
ILF |
2.37% |
1.29% |
| 10/29/04 |
11/30/04 |
EPP |
7.29% |
4.45% |
| 11/30/04 |
12/31/04 |
EPP |
4.20% |
3.02% |
| 12/31/04 |
01/31/05 |
EPP |
-0.47% |
-2.24% |
| 01/31/05 |
02/28/05 |
EPP |
4.22% |
2.09% |
| 02/28/05 |
03/31/05 |
EPP |
-3.69% |
-1.83% |
| 03/31/05 |
04/29/05 |
EPP |
0.77% |
-1.87% |
| 04/29/05 |
05/31/05 |
TLT |
3.14% |
3.22% |
| 05/31/05 |
06/30/05 |
TLT |
2.16% |
0.15% |
| 06/30/05 |
07/29/05 |
TLT |
-3.38% |
3.83% |
| 07/29/05 |
08/31/05 |
SPY |
-0.94% |
-0.94% |
| 08/31/05 |
09/30/05 |
ILF |
15.62% |
0.80% |
| 09/30/05 |
10/31/05 |
ILF |
-4.16% |
-2.37% |
| 10/31/05 |
11/30/05 |
EWJ |
2.89% |
4.40% |
| 11/30/05 |
12/30/05 |
ILF |
1.24% |
-0.19% |
| 12/30/05 |
01/31/06 |
EWJ |
3.70% |
2.40% |
| 01/31/06 |
02/28/06 |
ILF |
-1.07% |
0.57% |
| 02/28/06 |
03/31/06 |
ILF |
-1.81% |
1.65% |
| 03/31/06 |
04/28/06 |
GLD |
12.03% |
1.26% |
| 04/28/06 |
05/31/06 |
GLD |
-1.32% |
-3.01% |
| 05/31/06 |
06/30/06 |
IEV |
0.72% |
0.26% |
| 06/30/06 |
07/31/06 |
IEV |
1.97% |
0.45% |
| 07/31/06 |
08/31/06 |
SHY |
0.75% |
2.18% |
| 08/31/06 |
09/29/06 |
IEV |
0.67% |
2.70% |
| 09/29/06 |
10/31/06 |
TLT |
0.85% |
3.15% |
| 10/31/06 |
11/30/06 |
SPY |
1.99% |
1.99% |
| 11/30/06 |
12/29/06 |
EPP |
4.41% |
1.33% |
| 12/29/06 |
01/31/07 |
EPP |
1.57% |
1.50% |
| 01/31/07 |
02/28/07 |
EPP |
0.63% |
-1.96% |
| 02/28/07 |
03/30/07 |
EPP |
4.95% |
1.16% |
| 03/30/07 |
04/30/07 |
EPP |
3.90% |
4.43% |
| 04/30/07 |
05/31/07 |
EPP |
3.09% |
3.39% |
| 05/31/07 |
06/29/07 |
ILF |
1.39% |
-1.46% |
| 06/29/07 |
07/31/07 |
ILF |
0.57% |
-3.13% |
| 07/31/07 |
08/31/07 |
SHY |
1.05% |
1.28% |
| 08/31/07 |
09/28/07 |
SHY |
0.55% |
3.87% |
| 09/28/07 |
10/31/07 |
GLD |
6.95% |
1.36% |
| 10/31/07 |
11/30/07 |
GLD |
-1.65% |
-3.87% |
| 11/30/07 |
12/31/07 |
GLD |
6.65% |
-1.13% |
| 12/31/07 |
01/31/08 |
TLT |
2.10% |
-6.05% |
| 01/31/08 |
02/29/08 |
GLD |
5.23% |
-2.58% |
| 02/29/08 |
03/31/08 |
GLD |
-6.00% |
-0.90% |
| 03/31/08 |
04/30/08 |
GLD |
-4.16% |
4.77% |
| 04/30/08 |
05/30/08 |
ILF |
8.70% |
1.51% |
| 05/30/08 |
06/30/08 |
ILF |
-7.61% |
-8.35% |
| 06/30/08 |
07/31/08 |
SHY |
0.43% |
-0.90% |
| 07/31/08 |
08/29/08 |
SHY |
0.47% |
1.55% |
| 08/29/08 |
09/30/08 |
TLT |
1.47% |
-9.44% |
| 09/30/08 |
10/31/08 |
TLT |
-1.86% |
-16.52% |
| 10/31/08 |
11/28/08 |
SHY |
1.10% |
-6.96% |
| 11/28/08 |
12/31/08 |
TLT |
13.64% |
0.98% |
| 12/31/08 |
01/30/09 |
TLT |
-13.07% |
-8.21% |
| 01/30/09 |
02/27/09 |
TLT |
-1.54% |
-10.74% |
| 02/27/09 |
03/31/09 |
GLD |
-2.54% |
8.35% |
| 03/31/09 |
04/30/09 |
SHY |
-0.16% |
9.93% |
| 04/30/09 |
05/29/09 |
EPP |
15.48% |
5.85% |
| 05/29/09 |
06/30/09 |
ILF |
-2.45% |
-0.07% |
| 06/30/09 |
07/31/09 |
ILF |
8.46% |
7.46% |
| 07/31/09 |
08/31/09 |
EPP |
3.53% |
3.69% |
| 08/31/09 |
09/30/09 |
EPP |
9.69% |
3.55% |
| 09/30/09 |
10/30/09 |
EPP |
-2.32% |
-1.92% |
| 10/30/09 |
11/30/09 |
GLD |
12.79% |
6.16% |
| 11/30/09 |
12/31/09 |
GLD |
-7.20% |
1.91% |
| 12/31/09 |
01/29/10 |
ILF |
-10.82% |
-3.63% |
| 01/29/10 |
02/26/10 |
GLD |
3.27% |
3.12% |
| 02/26/10 |
03/31/10 |
SPY |
6.09% |
6.09% |
| 03/31/10 |
04/30/10 |
IWM |
5.67% |
1.55% |
| 04/30/10 |
05/28/10 |
IWM |
-7.54% |
-7.95% |
| 05/28/10 |
06/30/10 |
TLT |
5.80% |
-5.17% |
| 06/30/10 |
07/30/10 |
TLT |
-0.95% |
6.83% |
| 07/30/10 |
08/31/10 |
TLT |
8.40% |
-4.50% |
| 08/31/10 |
09/30/10 |
TLT |
-2.51% |
8.96% |
| 09/30/10 |
10/29/10 |
GLD |
3.68% |
3.82% |
| 10/29/10 |
11/30/10 |
GLD |
2.11% |
0.00% |
| 11/30/10 |
12/31/10 |
GLD |
2.44% |
6.68% |
| 12/31/10 |
01/31/11 |
IWM |
-0.37% |
2.33% |
| 01/31/11 |
02/28/11 |
IWM |
5.54% |
3.47% |
| 02/28/11 |
03/31/11 |
SPY |
0.01% |
0.01% |
| 03/31/11 |
04/29/11 |
SPY |
2.90% |
2.90% |
| 04/29/11 |
05/31/11 |
GLD |
-1.79% |
-1.12% |
| 05/31/11 |
06/30/11 |
GLD |
-2.43% |
-1.69% |
| 06/30/11 |
07/29/11 |
GLD |
8.42% |
-2.00% |
| 07/29/11 |
08/31/11 |
GLD |
12.27% |
-5.50% |
| 08/31/11 |
09/30/11 |
GLD |
-11.06% |
-6.94% |
| 09/30/11 |
10/31/11 |
TLT |
-3.84% |
10.91% |
| 10/31/11 |
11/21/11 |
TLT |
3.86% |
-4.65% |
For those interested in the history of Decision Moose trades, the full history is below:
| DATE |
ACTION |
PORTFOLIO |
| LATEST |
HOLD Long Bonds (BTTRX) |
$1,053,280 |
| 09.30.2011 |
Switch to Long Bonds (BTTRX) |
$1,063,946 |
| 09.23.2011 |
Switch to Cash (3moT) |
$1,063,944 |
| 04.29.2011 |
Switch to Gold (GLD) |
$1,014,475 |
| 12.03.2010 |
Switch to US Small-cap Equities (IWM) |
$888,590 |
| 11.26.2010 |
Switch to Cash (3moT) |
$888,568 |
| 10.15.2010 |
Switch to Pacific ex-Japan (EPP) |
$925,500 |
| 07.02.2010 |
Switch to Long Bonds (BTTRX) |
$880,370 |
| 05.07.2010 |
Switch to Gold (GLD) |
$878,736 |
| 03.05.2010 |
Switch to US Small-cap Equities (IWM) |
$895,676 |
| 01.22.2010 |
Switch to Cash (3moT) |
$895,572 |
| 11.06.2009 |
Switch to Latin American Equities (ILF) |
$932,139 |
| 10.30.2009 |
Switch to Cash (3moT) |
$932,131 |
| 10.16.2009 |
Switch to Latin American Equities (ILF) |
$1,013,505 |
| 07.24.2009 |
Switch to Pacific ex-Japan (EPP) |
$817,451 |
| 04.10.2009 |
Switch to Cash (3moT) |
$817,082 |
| 02.06.2009 |
Switch to Gold (GLD) |
$848,133 |
| 11.28.2008 |
Switch to Long Bonds (BTTRX) |
$904,527 |
| 09.26.2008 |
Switch to Cash (3moT) |
$903,981 |
| 08.29.2008 |
Switch to Long Bonds (BTTRX) |
$902,582 |
| 03.21.2008 |
Switch to Cash (3moT) |
$896,170 |
| 11.23.2007 |
Switch to Gold (GLD) |
$809,853 |
| 11.09.2007 |
Switch to Cash (3moT) |
$808,852 |
| 10.05.2007 |
Switch to Latin American Equities (ILF) |
$807,409 |
| 08.10.2007 |
Switch to Cash (3moT) |
$802,658 |
| 04.13.2007 |
Switch to Latin American Equities (ILF) |
$747,629 |
| 03.09.2007 |
Switch to Pacific ex-Japan (EPP) |
$672,465 |
| 03.02.2007 |
Switch to Cash (3moT) |
$671,826 |
| 11.03.2006 |
Switch to Latin American Equities (ILF) |
$645,352 |
| 08.18.2006 |
Switch to European Equities (IEV) |
$615,174 |
| 06.09.2006 |
Switch to Cash (3moT) |
$609,415 |
| 04.07.2006 |
Switch to Gold Bullion (GLD) |
$590,664 |
| 01.27.2006 |
Switch to Latin American Equities (ILF) |
$586,785 |
| 12.30.2005 |
Switch to Japan Equity Index (EWJ) |
$561,056 |
| 11.05.2005 |
Switch to Latin American Equities (ILF) |
$537,307 |
| 10.07.2005 |
Switch to Cash (3moT) |
$535,744 |
| 08.26.2005 |
Switch to Long Bonds (BTTRX) |
$552,712 |
| 08.05.2005 |
Switch to Cash (3moT) |
$551,615 |
| 06.17.2005 |
Switch to Latin American Equities (ILF) |
$508,790 |
| 05.20.2005 |
Switch to Long Bonds (BTTRX) |
$501,161 |
| 03.24.2005 |
Switch to Cash (3moT) |
$499,023 |
| 11.12.2004 |
Switch to Latin American Equities (ILF) |
$446,568 |
| 08.06.2004 |
Switch to Long Bonds (BTTRX) |
$423,727 |
| 03.26.2004 |
Switch to Cash (3moT) |
$421,967 |
| 01.10.2004 |
Switch to Long Bonds (BTTRX) |
$396,007 |
| 01.03.2004 |
Switch to Cash (3moT) |
$395,943 |
| 07.19.2003 |
Switch to Asian Equities (SAF) |
$270,011 |
| 02.08.2003 |
Switch to Long Bonds (BTTRX) |
$264,386 |
| 01.04.2003 |
Switch to Gold Shares (ASA) |
$278,513 |
| 06.15.2002 |
Switch to Long Bonds (BTTRX) |
$251,855 |
| 06.01.2002 |
Switch to Cash (3moT) |
$251,685 |
| 11.24.2001 |
Switch to Gold Shares (ASA) |
$129,198 |
| 07.28.2001 |
Switch to Long Bonds (BTTRX) |
$127,541 |
| 01.27.2001 |
Switch to Gold Shares (ASA) |
$117,381 |
| 05.07.2000 |
Switch to Long Bonds (BTTRX) |
$100,000 |
|
ETFs Replace Mutual Funds |
|
| 05.07.2000 |
Close Invesco Europe |
$275,417 |
| 01.21.2000 |
Switch to Invesco Europe |
$266,459 |
| 07.08.1999 |
Switch to Invesco Pacific |
$214,552 |
| 04.23.1999 |
Switch to Invesco Latin America |
$207,312 |
| 11.13.1998 |
Switch to Schwab S&P Index |
$173,557 |
| 08.02.1998 |
Switch to Long Bonds (BTTRX) |
$167,647 |
| 03.06.1998 |
Switch to Invesco Europe |
$150,516 |
| 11.07.1997 |
Switch to Schwab S&P Index |
$135,842 |
| 08.15.1997 |
Switch to Schwab Small Cap Index |
$126,667 |
| 07.25.1997 |
Switch to Schwab S&P Index |
$131,642 |
| 02.21.1997 |
Switch to Invesco Latin America |
$113,804 |
| 12.27.1996 |
Switch to Schwab S&P Index |
$107,364 |
| 11.15.1996 |
Switch to Long Bonds (BTTRX) |
$108,242 |
| 10.04.1996 |
Switch to Schwab S&P Index |
$102,881 |
| 08.30.1996 |
Buy Invesco Latin America |
$100,000 |
Disclaimer: No current positions in stocks mentioned. Please note that Scott’s Investments and its author is not a financial adviser. Please consult your own investment adviser and do your own due diligence before making any investment decisions. Please read the full disclaimer at the bottom of Scott’s Investments.