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How to Test the Same Strategy Across Fifteen Assets

Research protocol · Reviewed 24 Aug 2026

A strategy that transfers across instruments may reflect a broader mechanism, but only if the implementation preserves comparable information and risk. Reusing identical point values usually fails that test.

The protocol separates portability from a search for whichever historical asset happened to win.

Cross-asset testing multiplies the search

FIELD 23

Preserve one economic rule while translating units and execution correctly

Applying the same numeric stop and target to forex, indices, metals, and crypto does not test the same strategy. Instruments have different prices, volatility, tick values, hours, feeds, costs, and gap behaviour. The common element should be an economic rule expressed in volatility or account-risk units.

Fifteen assets also create a multiple-comparison problem: some will rank well by chance. Predeclare the universe and selection rule, use matched dates, translate contracts and costs separately, and reserve later periods for every candidate rather than confirming only the historical winners.

Rule invariance

Keep the economic hypothesis fixed while converting lookbacks, stops, targets, and sizes into defensible instrument units.

Universe bias

State why each asset is present, delisted or missing. The available archive is not the complete investable market.

Family error

Ranking many assets guarantees apparent leaders. Adjust inference and test selected candidates on untouched dates.

  1. Freeze the asset universe and matched calendar windows.
  2. Use equal account risk with instrument-specific contracts and costs.
  3. Report every asset, including no-trade and failed implementations.
  4. Confirm all selected assets under one later-period rule.

Cross-asset portability is evidence about a mechanism only when units, data, costs, and selection are controlled.

Define the invariant mechanism

Write the rule in terms that can transfer, such as prior-range breakout, volatility-scaled stop, fixed account risk, or percentile threshold. Document any instrument-specific translation and reject an asset when required information is unavailable.

Run a matched universe

Freeze the asset list, source feed, common dates, timeframe convention, event exclusions, and account currency. Include no-trade assets and failed data mappings in the result; do not replace poor performers after viewing them.

Control selection and confirm

Report uncertainty and net performance for all assets, then account for the family of comparisons. Select candidates using a predeclared rule and evaluate every selected candidate on later dates with unchanged sizing and costs.

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Beginner exploration

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