Forensic Hockey
All methods

Luck (finishing vs chances)

Experimental

A derived construct without out-of-sample validation - read as informed opinion.

What it means

The gap between results and chance quality, converted to standings points.

How it's computed

Goal-minus-xG differentials mapped to points via an in-data fit.

What's validated - and what's not

The points conversion is calibrated on our own data, but "luck" here bundles real finishing skill and model blind spots with true variance - elite shooters will read lucky every year.

Coverage

2010-11 to present.

Provenance

Forensic Hockey original - built from official NHL play-by-play and box scores.

A first-party construct. We never adopt an idea on authority alone; the methodology stance is recorded in our research ledger.

Our research ledger - every source we tested, adopted, or rejected →

Tiers are a promise, not a style. Reconciled is checked against the official NHL record; Validated is tested on data the model never fit; Experimental is a derived construct without out-of-sample validation - read it as informed opinion. When in doubt we take the lower tier.