We take a look at the two data driven attribution models used in marketing.
- Shapley value
- Markov Model
Illustration of the Shapley Value by google:
source: https://support.google.com/analytics/answer/3191594?hl=en
Markov Model:
The removal effect of the Markov attribution model:
A real markov model with customer journeys: