Hierarchical models provide detailed performance insights by breaking down a main MMM model into secondary models, focusing on specific channel tactics while excluding baseline factors. This allows for precise estimation of the contribution and iFactor of each tactic.
Key benefits:
- Gain granular insights into specific tactics within broader marketing channels.
- Improve MMM by accounting for multiple channels and tactics simultaneously.