Validation Methodology

A five-step framework designed for repeatable, execution-aware strategy evaluation.

Workflow

Sequential process emphasizing realism, stress testing, and institutional reporting discipline.

Validation Workflow

Sequential process emphasizing realism, stress testing, and institutional reporting discipline.

01

Strategy Definition

Define logic, trade constraints, assumptions, and expected edge boundaries in explicit terms.

Why execution-aware testing matters

Backtests without implementation constraints overstate practical edge and understate deployment risk.

Expected Return Distribution Shift

The shape of outcomes changes under realistic execution assumptions

-6-303690.000.050.100.150.20Net Return / OutcomeFrequency / Probability Density
Naïve Backtest
Execution-Aware

Methodology emphasis: distribution-aware diagnostics, not single-metric storytelling.

Use the methodology in your validation workflow

Run diagnostics through the lab or commission an analyst-led review.