Research · Dalessandro, Perlich, Stitelman and Provost, ADKDD 2012
Causally motivated attribution for online advertising
foundational measurement methodology
Supports the line between attribution and cause: credit assignment is a convention that must be stated, and only a causal design establishes effect.
Read Causally motivated attribution for online advertising · retrieved 2026-09-26
What it informs — 2
- enforcedMake outcome quality, calculation method and attribution inspectable
- enforcedCause is read by a declared design
This source is what the model was built from. It does not itself commit the model to anything — a commitment does, and the ones it informs are named above.