Academic audit

Failedfutures breakout (technical)

Qc Dynamic Breakout Ii

The three-gate gauntlet · genuine only if it clears all three and survives adversarial refutation
Gate 1
Survivorship-free
n/a
not a factor universe
Gate 2
Placebo ≥ P95
not run
Gate 3
Cost-aware net
RF +0.73
positive, not certified
Failedfailed refutation
Worst 12-month leg (RF)-1.00
−1.00 floor0
Every strategy here — winners included — loses in its worst 12 months. Depth is honest context, not the verdict.
Did not clear our screen — no tradeable net edge survived modelled costs.

Dynamic Breakout II is Tushar Chande's adaptive channel-breakout rule: the breakout band widens or narrows with recent volatility, and positions are taken when price breaks the adaptive band. This test applies it to ES (S&P 500 futures).

What we found

On ES, the rule does not clear our cost-aware screen gate: net and RF do not survive once realistic trading costs are modelled (RF 0.73, below the passing bar). Its worst calendar year has a negative RF (-1.0), meaning a full losing year. There is no persistent edge here beyond an adaptive technical rule that happens to fit the recent tape; it is not tradeable as tested.

How we tested it
2005–2026 test windowmodelled liquidity-aware costssurvivorship na
  • Tested on the futures contract (e.g. ES), with realistic modelled costs.
  • Placebo / robustness test: real result vs random baskets or shuffled signals (real vs the 95th percentile of random).
Source: Chande "Dynamic Breakout II" (QuantConnect)
Find the source (Google Scholar) ↗
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Research, not investment advice. “Validated” factor-legs are market-neutral diversifying building blocks with a losing worst year — none is a standalone tradeable strategy. Metrics are cost-aware and modelled (not live fills); the 2005–2026 test window is out-of-sample versus the source paper. Dollar figures are not returns and are omitted by design.