You are working on a customer insights project and need to understand what drives outcomes like churn, upgrade likelihood, or satisfaction. Some factors move together, and simple averages may not separate their effects.
When would you use regression analysis in a customer insights project?
Knowing when regression is better than simple descriptive analysisDistinguishing correlation from conditional relationshipsChoosing a model form based on the outcome typeExplaining limits of causal interpretation