

Episode 4
Data Exploration
Episode 8
Prediction
Episode 1
Intro to MMM
Episode 2
MMM Workflow
Episode 3
Data Required in MMM
Episode 5
Data Processing
Episode 6
Modeling
Episode 7
Optimization
Episode 6c:
Modeling – Contribution & ROI Calculation
Contribution is the impact that a specific variable has on a KPI or a dependent variable. While ROI is used to measure the efficiency of a specific media or marketing activity. It could also be used to compare the efficiency between different media or marketing activities. Learn how to leverage the relationship between ROI and contribution for better optimization decisions.
Episode 6c outline:
1) Contribution Calculation
2) The Reference Point
3) Aggregated/Grouped Contribution
4) Return On Investment
5) ROI & Contribution