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EMA(9/21) + VWAP Control

control
crypto-ema-vwap-control · Strategy 7 · crypto

EMA(9/21) crossover, but only taken when price is above rolling VWAP and signed trade flow confirms. Deliberately a reproducible control benchmark, not a claimed edge — richer strategies must beat it net of cost.

Pros

  • + Very fast to implement and debug; few features, easy to inspect for leakage.
  • + Provides a stable control for A/B tests.
  • + Works from 1-minute bars if order-book work is delayed.

Cons

  • Crossovers lag and overtrade in chop.
  • Common parameters are heavily data-mined.
  • Adds little unique information beyond recent return; can look profitable only from bar-close fill assumptions.

Rejection gate

Keep as a benchmark, but reject for production if it does not beat random-time matched entries after costs and across walk-forward windows.

Entry gate funnel (last 24h)

No gate telemetry yet — the engine flushes funnel windows every few minutes while running.

Adjustable parameters

Use only a small sensitivity grid. · candidate range 5–12

Require clear separation from fast. · candidate range 18–34

Reject weak/contrary participation. · candidate range −0.25 to +1.0

Volatility and cash-risk scaled. · candidate range 0.4–1.0%

Must clear Alpaca all-in cost. · candidate range 0.7–1.8%

Skip abnormally wide/stale markets. · candidate range symbol-relative

Avoid indefinite lagging re-entries.

Recent markouts (0)

No markouts recorded yet.

Recent orders (0)

No orders yet.