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Simple Regime Switching and Dip Buying and Shorting with Leveraged Nasdaq (2x)
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A symphony is an automated trading strategy — Learn more about symphonies here

About

Regime-switching dip-buy/short Nasdaq strategy using SPY 200-day MA and 10-day RSI to rotate between QLD (2x Nasdaq) or QQQ, and defensive XLP with QID, backtested from 2006-07-13 with no routine rebalancing.
NutHow it works
- Start with cash allocated evenly when signals trigger. - Use SPY as market proxy and compare its price to its 200-day moving average to gauge the long-term regime. - In the regime where momentum is favorable, check a short-term momentum signal: SPY’s 10-day RSI. - If SPY RSI is below 30 (meaning SPY recently rallied from a dip and is considered oversold), tilt into a leveraged Nasdaq bet using QLD (aiming for amplified Nasdaq gains). - If SPY RSI is not below 30, shift to a defensive setup: buy XLP (defensive sector) and hold QID (inverse Nasdaq exposure) to dampen Nasdaq risk. - Optional Nasdaq choice between QLD and QQQ exists in the logic, but the exact trigger isn’t fully explicit; the broad intent is leverage Nasdaq when odds look favorable, otherwise defend with XLP and QID. - Rebalancing occurs only as signals fire (no fixed schedule).
CheckmarkValue prop
Regime-driven dip-buy/defense that leverages Nasdaq in uptrends and hedges when risk rises. Out-of-sample return ~33.7% p.a. vs SPY ~23.1%, with Calmar ~1.26 and Sharpe ~1.10, offering stronger upside with manageable risk vs the S&P 500.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
AlphaBetaR2R
0.260.580.150.38
Performance Metrics
Cumulative ReturnAnnualized ReturnTrailing 1M ReturnTrailing 3M ReturnSharpe Ratio
677.19%11%-1.77%0.2%0.63
27,895.94%33.22%0.22%-0.03%1.12
Initial Investment
$10,000.00
Final Value
$2,799,594.46
Regulatory Fees
$2,378.81
Total Slippage
$13,975.07
Invest in this strategy
OOS Start Date
Sep 25, 2022
Trading Setting
Threshold 10%
Type
Stocks
Category
Regime-switching, leveraged etfs, nasdaq exposure, dip buying, defensive hedging
Tickers in this symphonyThis symphony trades 5 assets in total
Ticker
Type
QID
ProShares UltraShort QQQ
Stocks
QLD
ProShares Ultra QQQ
Stocks
QQQ
Invesco QQQ Trust, Series 1
Stocks
SPY
State Street SPDR S&P 500 ETF Trust
Stocks
XLP
State Street Consumer Staples Select Sector SPDR ETF
Stocks

FAQ

A Composer symphony is an automated trading strategy that executes trades based on parameters of your choice. Some symphonies are similar to holding one ETF in normal conditions and rotating to a different ETF when market conditions shift, for example a 5% drop in the S&P 500, while others use complex rules with dozens of triggers. However, complex doesn’t always mean better. A simple, well-structured symphony can be just as effective as an intricate one. Learn more about how symphonies work here.

The symphony is currently performing the same as yesterday today. Performance updates in real time during market hours.

The symphony is currently allocated toQLDandQQQ. Holdings automatically adjust as market conditions change based on the strategy's rules.

Year-to-date, the symphony has returned 29.11%. You can adjust the performance chart above to view returns across different time horizons.

The maximum drawdown for the symphony is 26.83%. The maximum drawdown measures the largest peak-to-trough decline. It's an important metric to evaluate risk and the strategy's behavior during market stress.

To invest in the symphony, simply click the Invest button on this page. You'll need to open an account with Composer if you don't have one yet, then you can start investing. Composer will automatically execute the trades for you based on the strategy's rules. Composer also supports trading individual stocks, ETFs, and options.