D07-F03-A19 · LEVEL 2 GUIDED LAB · SYNTHETIC DATA

Fisher Transform

How does a bounded range position become an unbounded, tail-emphasizing score? 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

x=clip(2*(P-LL_n)/(HH_n-LL_n)-1,-0.999,0.999); F=0.5 ln((1+x)/(1-x))

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-F03-A19)
{
  "value": -3.8002011672502
}

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