D07-F01-A17 · LEVEL 2 GUIDED LAB · SYNTHETIC DATA

Variable Index Dynamic Average (VIDYA)

How can normalized directional momentum modulate an EMA coefficient? Walk the evidence clock one stage at a time. This lab teaches the publication contract; it does not simulate returns, platform parity, or trade performance.

Selected expression

VIDYA_t=alpha*abs(CMO_t)*P_t + (1-alpha*abs(CMO_t))*VIDYA_(t-1)

Availability rule

An output at t may use only finite, basis-consistent observations available through t; chart alignment never moves the information clock backward.

calculated · step 1 of 7

Verified synthetic fixture

This lab is paired with datasets/implementation-fixtures.json: 96 deterministic, oldest-to-newest observations spanning oscillating, rising, and moderating regimes. It is teaching data—not market history or predictive evidence.

Canonical latest output (D07-F01-A17)
{
  "value": 104.2557087704378
}

Executable checks cover this result, flat/zero-volume boundaries, invalid timestamps, and prefix causality in both language entry points.