DogeFourHourVolumeConfirmedBreakoutRegimeLong

DOGE 4H Volume-Confirmed Breakout Long with Daily Regime Filter

A long-only single-instrument breakout strategy on DOGEUSDT perpetual futures using 4-hour bars and OHLCV-only data, with a daily-bar regime filter. This proposal applies the 4H Volume-Confirmed Breakout architecture (proven: BNB original, SOL Sharpe 4.42, BTC Sharpe 3.74, currently in pipeline on XRP) to DOGE. The empirical justification is asset-specific, not blind replication: the analyst explicitly identified that this architecture works on assets with distinct multi-sigma volume spikes around catalyst events (BTC/SOL/BNB profile) and FAILS on assets with smoother volume distributions (LINK -7.2%). DOGE has the MOST catalyst-driven volume profile of any major crypto: Elon Musk tweets, X/Twitter integration cycles, Tesla/SpaceX adoption rumors, Doge Day events, and meme-cycle ignitions ALL produce textbook 5-10× volume spikes that resolve into multi-day directional moves — precisely the signal mechanism this architecture captures. DOGE is currently NOT covered in the portfolio (zero DOGE positions), so this fills a genuine asset diversification gap. The 4H timeframe avoids the daily-sparsity failure mode (Golden Cross's 14 trades / 6 years killed walk-forward); 4H breakouts on DOGE fire ~25-50 times per year given DOGE's more frequent news cycle than BTC, providing dense signals for walk-forward validation. The strategy uses ONLY OHLCV (no funding/OI dependencies), avoiding the supplementary-data verification fragility seen in recent infrastructure failures. Identical parameter count to the proven BNB/SOL/BTC versions — 5 parameters total, all economically meaningful, low overfitting surface.

Applies the proven volume-confirmed-breakout architecture (BNB/SOL/BTC) to DOGE on an asset-specific basis: DOGE's meme/catalyst cycles produce the distinct multi-sigma volume spikes the mechanism needs, the same property whose absence (smooth volume) failed the architecture on LINK. The volume gate requires the breakout bar's own volume >= 2x its trailing average (same-bar confirmation, not divergence), and a trend-regime filter (close > 50-day SMA) keeps entries on the right side of the larger trend. Critically, the daily regime is computed from the SAME 4H buffer (50 days x 6 bars/day = 300-bar SMA) rather than a separate daily-bar feed -- this single-feed design avoids the documented 'extra daily feed never populated -> no trades' Layer-3 failure mode while still honoring the daily-regime intent. calculate_signal returns the continuous Donchian breakout margin so the verifier sees a real, bar-varying signal, while the discrete price-break-AND-volume-AND-regime boolean gates should_enter and position_size, avoiding the gated-to-0.0 anti-pattern. Venue DOGEUSDT.BINANCE USD-M 4H is the landed DOGE family; futures RT taker (~0.10%) is cheaper than spot; long-only with leverage left at 1.0 (no amplification) so the leverage_set_but_unused gate does not trigger, and the 3x ATR / 6% targets keep expected per-trade edge above fees. 4H timeframe gives ~25-50 breakouts/year, dense enough for walk-forward; OHLCV-only avoids supplementary-data fragility.

Failed deflated Sharpe: DSR=0.0 (vs 0.95 bar), expected-max=5.75 over 225 trials — the optimized Sharpe of 2.10 is far below the best-of-N luck bar, indistinguishable from selection noise (is_significant=false). Although this is the cleanest of the breakout family on robustness inputs (sensitivity PASSED with 0 cliffs, sharpe_ci_low +0.4551, walk-forward avg OOS +0.79), the decisive forward gates reject it: PBO 0.6614 (>0.5), the HOLDOUT FAILED with a NEGATIVE Sharpe -1.226 (ratio -1.557), and walk-forward is_overfitted=TRUE with OOS windows [-4.40, -0.08, 6.85] propped by a single positive window. Root cause is bull-year concentration with recent decay: the optimized edge lives in 2021 (+28.3%) and 2024 (+25.1%) and is flat-to-negative everywhere else (2020 -0.1%, 2022 +2.7%, 2023 -0.3%, 2025 -1.7%, 2026 -1.3%), with the headline still leaning on pump days (2021-01-29 +12.5%, 2024-11-06 +4.23%, return_kurtosis 28.9) — which is exactly why the recent holdout is negative and one OOS window is -4.40. Not promote: DSR below the luck bar + PBO 0.66 + a negative holdout + is_overfitted are each disqualifying; the positive CI lower bound and walk-forward average are whole-sample/in-sample selection (the bootstrap resamples the bull-dominated 6-year history) rather than forward evidence. Not iterate (attempt 1 of 2): sensitivity is already clean (0 cliffs), so the optimizer is on its robust plateau and there is no under-explored region to tune toward — the failure is bull-year concentration + sub-luck-bar deflation + a negative recent holdout, so a second best-of-225 sweep re-selects the same 2021/2024-carried config that fails forward. Not revise_hypothesis: the volume-confirmed breakout mechanism is already validated and landed on the liquid majors (BNB/SOL/BTC); DOGE is the bull-concentrated/decaying arm of that family's asset-selectivity, not a proven mechanism stranded on a dead target. FAILURE PATTERN: long-only 4H volume-confirmed Donchian breakout on DOGE optimizes to a flashy Sharpe 2.10 with an unusually clean robustness profile (0 sensitivity cliffs, positive CI lower bound, positive walk-forward average), yet still fails deflated Sharpe (0.0, far below a 5.75 luck bar), PBO 0.66, and a NEGATIVE holdout (-1.23) because the edge is concentrated in two bull years (2021, 2024) and decays to negative in 2025-2026. This is the same bull-concentrated, holdout-failing signature as the abandoned ADA volume-confirmed Donchian (DSR 0.13, holdout -3.63) and AVAX volume-breakout (DSR 0.06, holdout -3.78) siblings — a clean sensitivity grid and a positive whole-sample CI do not rescue a breakout edge whose forward (holdout) window loses money; the time-ordered holdout exposes the decay that the bull-dominated bootstrap CI masks.

Long-only volume-confirmed Donchian breakout with a trend-regime filter on DOGEUSDT.BINANCE USD-M futures, 4H bars, pure OHLCV single feed. Enters LONG only when price closes above the prior 20-bar Donchian high, the breakout bar's volume is at least 2x the trailing 20-bar average (the catalyst signature DOGE produces), AND the close is above the 50-day trend SMA derived from the 4H buffer (300 bars). Exits on a 1.5x ATR stop, a 3x ATR target, a 6% take-profit fallback, a lower-Donchian reclaim, or a 30-bar time stop. The signal is the continuous Donchian breakout margin recomputed every bar; the volume-confirmed regime-gated breakout is the discrete entry gate. Sized at 18% equity notional, capped so ATR-stop risk <= 1.5% of equity. leverage 1.0.

Genuine positive edge at base: Sharpe 1.81, profit_factor 1.48, positive expectancy (+$399/trade), max drawdown only 11.3%, Sortino 4.24.

Dense non-sparse sample: 122 trades over 6 years (matches the ~25-50/yr hypothesis), strong substrate for walk-forward; sharpe_ci_low +0.096 (CI lower bound above 0), probabilistic_sharpe 0.985.

Code correct and trades match the mechanism (volume-confirmed regime-gated Donchian breakouts, no gated-to-0.0 anti-pattern); proven BNB/SOL/BTC architecture on an asset with a real catalyst-volume profile; conservative sizing leaves room to scale.

Fills a genuine DOGE diversification gap.

Front-loaded: ~80% of total return is 2021 (+42.4% of 53.2%, with 2021-01 alone +23.9%); post-2021 edge is positive but small (2022 +4.9%, 2024 +7.7%, 2025 +0.4%) with 2023 (-7.2%) and 2026 (-1.1%) negative.

This 2021-concentration is the exact signature that failed sibling breakouts (ADA/AVAX volume-breakout) at the post-optimization deflated-Sharpe/holdout gate — the recent OOS/holdout windows will be the decisive test.

return_kurtosis 22.8 / skew 3.1 — some outlier-day dependence.

Sensitivity PASSED with cliff_count 0 — genuinely flat, robust parameter surface (best in the breakout family).

sharpe_ci_low = +0.4551 (CI lower bound above 0); 144 trades (dense); optimized profit_factor 1.59, max_DD 13.1%.

Return spread across two strong years (2021 +28.3%, 2024 +25.1%) rather than a single year — a better profile than the ADA/AVAX siblings.

Code correct, trades match the mechanism (volume-confirmed regime-gated Donchian breakouts); proven BNB/SOL/BTC architecture.

Deflated Sharpe = 0.0 (is_significant FALSE); optimized Sharpe 2.10 far below the expected-max luck bar of 5.75 over 225 trials.

PBO = 0.6614 (~66% probability of backtest overfitting, > 0.5).

Holdout FAILED with a NEGATIVE Sharpe -1.226 (ratio -1.557) — recent forward window loses money.

Walk-forward is_overfitted = TRUE: avg IS 2.88 -> avg OOS 0.79, but OOS windows [-4.40, -0.08, 6.85] are propped by one window (two negative/zero).

Edge concentrated in bull years (2021, 2024) and decaying elsewhere: 2020 -0.1%, 2022 +2.7%, 2023 -0.3%, 2025 -1.7%, 2026 -1.3%; headline still leans on pump days (2021-01-29 +12.5%, return_kurtosis 28.9).

DogeFourHourVolumeConfirmedBreakoutRegimeLong transplanted the BNB/SOL/BTC volume-confirmed breakout architecture onto DOGE — chosen for its textbook meme-cycle volume spikes — and it looked like the strongest breakout candidate of its family. It earned its optimization slot with a real base edge (Sharpe 1.81, positive CI lower bound, 122 dense trades) and then optimized to Sharpe 2.10 with the cleanest robustness inputs in the family: zero sensitivity cliffs, a positive CI floor, and a positive walk-forward average. But those were whole-sample/in-sample artifacts of a bull-dominated history; the decisive forward gates rejected it — DSR 0.0 below a 5.75 luck bar, PBO 0.66, and a negative time-ordered holdout (-1.23) — because the edge lives in 2021 and 2024 and decays to negative in 2025–2026. The analyst abandoned it as the same bull-concentrated, holdout-failing signature as the abandoned ADA and AVAX volume-breakout siblings, with the mechanism itself still validated on the liquid majors rather than on this decaying DOGE arm.

A clean sensitivity grid and a positive whole-sample/bootstrap CI do not rescue a breakout edge whose forward holdout loses money: the time-ordered holdout exposes bull-year concentration and recent decay that a bull-dominated bootstrap masks, so promotion must hinge on forward windows, not in-sample selection.

It passed backtest review (verdict: optimize) but the analyst abandoned it after optimization: despite an unusually clean profile (sensitivity 0 cliffs, sharpe_ci_low +0.46, walk-forward avg OOS +0.79), it failed the decisive forward gates — deflated Sharpe 0.0 vs a 5.75 luck bar, PBO 0.66, walk-forward is_overfitted=true with OOS windows propped by one positive bucket, and most decisively a time-ordered holdout that printed a negative Sharpe (-1.23).

A long-only DOGEUSDT 4H volume-confirmed Donchian breakout — entering when price broke the prior 20-bar high on volume ≥2× its 20-bar average while above a 4H-derived 50-day trend-regime SMA — applying the proven BNB/SOL/BTC breakout architecture to DOGE's catalyst-driven volume spikes, with ATR/Donchian/time-stop exits.

The base backtest showed a genuine edge over ~6 years: 122 trades, Sharpe 1.81 (CI lower bound +0.10), profit factor 1.48, positive expectancy (+$399/trade), and only 11.3% max drawdown. Optimization (144 trades) lifted it to Sharpe 2.10, profit factor 1.59, and a 63.6% return with a notably clean robustness profile, but the return was concentrated in 2021 (+28.3%) and 2024 (+25.1%) and flat-to-negative in every other year.