Strategies
Cross-Sectional Nearness-to-High Momentum, Long-Short Across Majors (Proximity-to-Trailing-High Rank, Binance USD-M Futures, Pure OHLCV, Weekly Rebalance)
Outcome: Abandoned
BtcNearnessToHighMomentumLS
Outcome Summary
BtcNearnessToHighMomentumLS set out to harvest the George-Hwang nearness-to-trailing-high momentum factor as a market-neutral basket across crypto majors, staying inside the session's one validated direction (momentum, not reversion). But the basket form had already liquidated at 423% gross exposure — an uncappable multi-leg-futures artifact — so the developer collapsed it onto a single BTC instrument, which the hypothesis itself concedes is the regime-dead naked-trend family. The result was both edgeless (Sharpe 0.10, profit factor 0.94, 33% win rate, ~-12% realized over just 36 trades) and corrupted by an impossible +96.76% single-day print that dominated the distribution. The analyst abandoned it at the backtest-review gate on its second iteration, concluding the factor is untestable on this infrastructure and the single-asset fallback is the wrong, dead mechanism — the same multi-leg-basket exposure wall plus impossible-daily-print signature seen in the prior abandoned momentum and rotation baskets.
Hypothesis
Implementation
Single-instrument long-short nearness-to-trailing-high momentum on BTCUSDT.BINANCE USD-M futures, daily bars, pure OHLCV. The signal is nearness = close / max(high over 90 days): it goes long when nearness >= 0.95 (price within 5% of its trailing high, strength continues) and short when nearness <= 0.80 (price >=20% below its high, weakness continues), holding until nearness reverts past the opposite side of a hysteresis band or a 15% catastrophe stop. Iteration 2 abandons the multi-leg cross-sectional basket (which liquidated at 423% gross exposure with impossible +123% daily prints -- the documented uncappable multi-leg-futures-basket MTM/exposure artifact) and re-expresses the George-Hwang nearness-to-high momentum signal on a single tradable instrument, where one position at a time caps gross exposure at position_pct (50%) of equity at leverage 1.0. Three tunables: high_lookback, long_threshold, short_threshold.
Backtest Review
- Sharpe
- 0.10
- Total return
- 13.76%
- Max drawdown
- 50.77%
- Trades
- 36
- Win rate
- 33.3%
- Profit factor
- 0.94
Single-instrument re-architecture correctly bounds exposure to one position (exposure_pct 85%, no liquidation) vs the prior basket's 423% blowup
Pure OHLCV, clean data, low fee drag (1.16% of gross)
IMPOSSIBLE +96.76% single-day return on 2021-01-11 (BTC fell ~20% that day) — a sizing/MTM artifact; return_kurtosis 1008, skew 27.7, one bar dominates the distribution
Headline +13.76% is corrupted: artifact + end_unrealized_pct 25.87 (open MTM); realized PnL ≈ -12%
No edge: Sharpe 0.10 (CI -1.19 to +0.62 straddles 0), PF 0.94, win rate 33%, expectancy -$336/trade, max DD 50.8%
Wrong mechanism + sparse: code is single-asset BTC nearness-to-high (naked trend, the regime-dead family), NOT the cross-sectional basket factor the hypothesis describes; only 36 trades over 6.5 years
The cross-sectional version is blocked by the multi-leg basket exposure bug (423% liquidation, 'cannot be capped at strategy level')
<~20 (50% pos, lev 1)
Analysis
Outcome Summary
The George-Hwang nearness-to-high factor requires a diversified cross-sectional basket to work, but multi-leg long-short futures baskets in this engine hit an uncappable exposure/MTM artifact (423% gross, impossible daily prints), and collapsing the factor onto a single instrument turns it into dead naked single-major trend — so the factor is simply not testable on the available infrastructure, and an impossible single-day print plus large open MTM is the diagnostic tell of a corrupted headline.
On its second and final iteration the analyst issued an 'abandon' verdict at the pre-optimization backtest-review gate, so optimization, analysis, and risk review never ran: both implementable forms are dead — the cross-sectional factor cannot be tested because the multi-leg futures basket hits an uncappable exposure/MTM artifact, and collapsing it onto a single instrument degrades it to sparse, edgeless naked BTC trend (the regime-dead family) with a corrupted, artifact-driven headline.
The hypothesis described a long-short, market-neutral cross-sectional momentum factor across ~10 Binance USD-M majors that ranks assets by NEARNESS TO THEIR OWN TRAILING HIGH (the George-Hwang '52-week-high' factor) — longing those nearest their trailing high and shorting those furthest below — but the delivered code was a single-instrument BTC nearness-to-high strategy (long when close ≥95% of the 90-day high, short when ≤80%, let-trends-run exit) because the cross-sectional basket version had liquidated at 423% gross exposure.
The single-asset fallback had no edge and a corrupted headline: Sharpe 0.10 with CI straddling zero (-1.19 to +0.62), profit factor 0.94, win rate 33%, expectancy -$336/trade, 50.8% max drawdown, only 36 trades over 6.5 years — and the +13.76% total return was an artifact of an impossible +96.76% single-day print on 2021-01-11 (BTC actually fell ~20% that day) plus 25.87% open MTM, leaving realized PnL around -12% (return kurtosis 1008, skew 27.7).
Backtest and paper results are hypothetical. Trading involves risk of loss.