Forensic Hockey
All methods

Aging curve

Experimental

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

What it means

How production typically rises and falls with age.

How it's computed

Paired same-player year-over-year deltas (the delta method), survivorship-corrected.

What's validated - and what's not

Corrects the classic survivor bias, and the projection built on it is backtested - but the curve itself has no out-of-sample test of its own.

Coverage

Ages 18-38, built from 2007-08 on.

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.