CHAID
Main aspects
- Identifies those characteristics that are key to explaining the variation in responses to a question
- A tree diagram is produced showing the order and magnitude of effect
- Related to regression but where the independent variables are categories
- For example, could be used to identify which characteristics are key to determining whether physicians are high or low prescribers of a new product
- Terminal nodes segment the population
- Has visual impact