Simple Regime Switching and Dip Buying and Shorting with Leveraged Nasdaq (2x)
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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.
- 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).
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
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.26 | 0.58 | 0.15 | 0.38 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe 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
$2,799,594.46Regulatory 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