Robust Asset Allocation - Balanced Approximation
Today’s Change (Mar 17, 2026)
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About
Monthly, 50/50 split between a momentum/value-oriented US equity ETF (chosen from a fixed list) and a short-term Treasuries ETF; the equity sleeve is selected only if its price is above its 1-year average and it outperformed cash over the last year. If none pass, the cascade defaults to the next candidate, still keeping a balanced 50/50 with cash.
- Each month, the strategy rebalances to two assets: a chosen equity ETF and a short-term Treasuries ETF (BIL), each at 50%.
- It doesn’t try to buy the whole market at once. Instead, it scans a fixed list of equity ETFs in a predefined order to find one that meets two tests.
- For every candidate ETF, it checks two conditions in order:
1) Is the current price above its own 1-year moving average? (This asks: is the asset in an uptrend versus its own history?)
2) Has the ETF outperformed cash over the last 12 months, i.e., does its 365-day cumulative return exceed that of BIL?
- If a candidate passes both tests, you allocate 50% to that ETF and 50% to BIL. If the candidate fails, you move to the next ETF on the list and test it the same way.
- The process continues until a candidate passes, or the list is exhausted. In that case, you revert to the base two-asset 50/50 structure with the best available candidate per the cascade.
- The ETFs in the list cover different market exposures: MTUM (momentum-focused US stocks), IWD (value tilt in US stocks), EFA (international developed markets), EFV (international value), VNQ (US real estate), DBC (commodities), IEF (US long-term Treasuries), and BIL (short-term Treasuries used as cash proxy).
- Why 50/50 with BIL? It keeps risk modest by pairing potential equity upside with a very stable, short-duration bond- or cash-like asset, reducing drawdowns during weak equity periods.
- The lookback window (365 days) means the tests rely on the past year’s price action, so a new regime might take some time to reflect in the signals. The approach is “robust” in the sense that it uses multiple tests and a cascade to avoid overreacting to a single indicator.
- In practice, if you wanted to use a different cash proxy (e.g., a differently liquid ETF) or swap KMLM into the equity list, you could adjust the candidate list and keep the same two-test logic and 50/50 pairing.
Out-of-sample, this strategy delivers superior risk-adjusted performance vs the S&P 500: Sharpe 1.71 vs 1.41, lower drawdown 9.7% vs 13.7%, and Calmar 2.17, aided by a disciplined 50/50 equity-cash mix that dampens volatility while preserving upside.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0 | 0.37 | 0.66 | 0.81 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 310.12% | 13.13% | -2.02% | -1.16% | 0.79 | |
| 83.68% | 5.46% | 0.07% | 5.98% | 0.69 |
Initial Investment
$10,000.00
Final Value
$18,367.57Regulatory Fees
$6.73
Total Slippage
$33.45
Invest in this strategy
OOS Start Date
Mar 8, 2025
Trading Setting
Monthly
Type
Stocks
Category
Asset allocation, momentum, trend following, etfs, cash proxy, multi-asset
Tickers in this symphonyThis symphony trades 8 assets in total
Ticker
Type
BIL
State Street SPDR Bloomberg 1-3 Month T-Bill ETF
Stocks
DBC
Invesco DB Commodity Index Tracking Fund
Stocks
EFA
iShares MSCI EAFE ETF
Stocks
EFV
iShares MSCI EAFE Value ETF
Stocks
IEF
iShares 7-10 Year Treasury Bond ETF
Stocks
IWD
iShares Russell 1000 Value ETF
Stocks
MTUM
iShares MSCI USA Momentum Factor ETF
Stocks
VNQ
Vanguard Real Estate ETF
Stocks