Strategies
BTC Conviction-Scaled Dual-Signal Trend — Position SIZE (Not a Gate) Scales Continuously With Agreement Between a Regression-Slope Trend and a Long-Horizon Momentum, Chandelier Stop-to-Flat + Drawdown Breaker, Vol-Targeted (BINANCE USD-M, Daily Bars, Long-Short, 3-Parameter)
Outcome: Abandoned
BtcConvictionScaledDualSignalTrendLS
Outcome Summary
BtcConvictionScaledDualSignalTrendLS refined the earlier regression-slope trend by making position size scale continuously with cross-horizon momentum agreement rather than gating entries, and the refinement worked on paper — lifting Sharpe from 0.43 to 0.611, moving CI-low from -0.22 to +0.024, cutting drawdown from 35% to 24%, and posting +165.6% return positive in six of seven years. But the edge was still only marginally distinguishable from zero, its record leaned on 2020 and 2026 with a thin middle, and the class had just been shown to overfit: the session's strongest single-name BTC daily-trend sibling failed optimization outright on hard walk-forward gates. With two better representatives of the same edge already in the 3-phase run, the analyst judged a fourth, weaker variant to be spraying into a wall and abandoned it at backtest review before spending optimization budget. The conviction-scaling improvement was real but insufficient to change the outcome for this repeatedly-failing family.
Hypothesis
Implementation
Always-in-market long/short BTC daily trend on BINANCE USD-M. The SIDE comes from the t-statistic of an OLS regression slope of log(close) over N days; the SIZE is scaled continuously by a conviction multiplier in [0.25, 1.0] driven by a vol-normalised M-day momentum measured along the slope direction — full size when the two horizons agree, reduced (never flat) size when they diverge, so there is no binary rarity gate that can collapse the trade count. Exits are a slope sign flip, a chandelier trailing stop to FLAT (highest-high minus k*ATR long / lowest-low plus k*ATR short), or a 20% equity drawdown circuit-breaker that forces flat for a calendar cooldown then resumes de-grossed with a reset high-water mark. Sizing is volatility-targeted (30% annualised target / realised 20-day daily vol) times the conviction multiplier, capped at 1.5x equity. Pure OHLCV, O(1) per-bar work.
Verification Results
The analyst / Portfolio Manager should compare this head-to-head with the bare regression-slope sleeve and likely keep only ONE -- prefer the simpler, higher-per-trade bare version unless the conviction-scaled book shows a materially better Sharpe or drawdown profile in walk-forward. Do not optimize both in parallel.
Near-duplicate of the bare regression-slope sleeve, and the distinguishing feature adds NO edge. After retuning, this is the same reg~16 / chandelier~2.0 daily-BTC OLS-slope trend as the regression-slope sibling I passed this session, differing only by the conviction size-multiplier -- which is dilutive, not additive: the developer's own full-history dry-run shows +0.78%/trade here versus +1.10%/trade for the bare sibling (159 vs 162 trades), because scaling size down on momentum divergence removes some winning trend exposure. The developer conceded in iteration 1 the conviction leg would be 'marginal'; the evidence confirms it is marginal-to-negative. So this is a more complex, lower-per-trade version of an already-passed strategy. This is a portfolio-redundancy / Occam concern, not a QA correctness or viability blocker (it still clears the fee floor comfortably).
At BACKTEST_REVIEW / optimization, rely on walk-forward OOS and PBO to confirm reg~16 generalizes rather than being fit to the full sample; judge on the equity-path Sharpe (not win rate) and confirm the recent-regime edge holds.
Narrow parameter box / parameter-sensitivity (BACKTEST_REVIEW/overfit item). The searchable range was tightened to reg_lookback [15,18] (a 4-value window, even narrower than the sibling's [14,20]) and mom_lookback [60,120], because the edge degrades outside it. All 36 grid points in the new box clear the fee and trade-count floors (135-179 trades, +0.38% to +1.17%/trade), which defends against corner-collapse and reduces DSR deflation, but a 4-value reg plateau is narrow and could be a fitted island rather than a robust plateau. Right-tail dependence (win rate 43%, kurtosis 15) and a thin recent per-trade (last 4y +0.18%/trade vs +0.78% full-history) compound this.
Backtest Review
- Sharpe
- 0.61
- Total return
- 165.63%
- Max drawdown
- 24.25%
- Trades
- 157
- Win rate
- 34.4%
- Profit factor
- 1.33
Conviction-scaling genuinely improves on the abandoned plain-regression sibling: Sharpe 0.43->0.61, CI-low -0.22->+0.024, drawdown 35%->24%, positive in 6 of 7 years
Corner-resistant continuous-size design (no rarity gate); avg_trade_return_pct 0.97% clears the fee floor; capacity $157M, uncorrelated (beta 0.076, alpha 0.091)
sharpe_ci_low 0.024 — barely above zero, below the MACD-always-in marginal accept (0.09) and far below the pullback (0.29); base Sharpe 0.611 is unlikely to clear the deflated-Sharpe gate after best-of-N
DECISIVE: the session's strongest single-name BTC daily-trend sleeve (pullback, 0.86/0.29) just failed optimization on hard overfit gates (OOS -1.13, PBO 0.66) — direct evidence this weaker 0.61/0.024 version cannot survive the same walk-forward/DSR gates
max_drawdown 24.3% (CI to 51%); record leans on 2020 (+45.3%, incl. a +41.9% single realized-exit day) and 2026 (+25.3%) with a thin 2022-2025 middle
Redundant: two better-positioned representatives of this exact BTC-trend edge already in optimization (diversified TSMOM basket 0.82/0.19, MACD always-in 0.70/0.09)
Outcome Summary
Conviction-scaling can measurably improve a design (Sharpe 0.43→0.61, CI-low -0.22→+0.02, DD 35%→24%), but an incremental lift on a family that has already been proven to overfit at the walk-forward stage is not worth optimization budget; a marginal CI-low near zero plus a redundant, stronger-sibling failure is grounds to abandon early.
The analyst abandoned it at BACKTEST_REVIEW without optimization because base Sharpe 0.611 with a CI-low of only 0.024 was marginally above zero and, decisively, the session's strongest single-name BTC daily-trend sibling (pullback, 0.86/0.29) had just failed optimization on hard overfit gates (OOS -1.13, PBO 0.66), showing this weaker variant had essentially no path through the same DSR/OOS gates — and two better-positioned representatives of the same edge were already in optimization.
A long-short, single-instrument BTC daily trend strategy that was always in the market with its side set by a regression-slope trend, but whose position SIZE scaled continuously with how strongly a longer-horizon momentum signal agreed — full size on agreement, reduced (never flat) on divergence — protected by a chandelier stop-to-flat, a 20% drawdown circuit-breaker, and vol-targeting to dodge the corner-collapse, drawdown and outlier failure modes.
The base backtest returned +165.6% with base Sharpe 0.611, sharpe_ci_low 0.024 (barely above zero), max drawdown 24.3% (CI to 51%), profit factor 1.33, avg_trade_return_pct 0.97% over 157 trades, and was uncorrelated (beta 0.076, alpha 0.091); returns leaned heavily on 2020 and 2026 with a thin 2022-2025 middle.
Backtest and paper results are hypothetical. Trading involves risk of loss.