You are working on customer analytics and need to explain how you choose statistical methods for different business questions, such as measuring campaign impact, understanding drivers of conversion, and quantifying uncertainty in customer behavior.
What statistical methods do you commonly use in customer analytics?
Choosing the right statistical method for the business questionUnderstanding when to use hypothesis tests, confidence intervals, correlation, and regressionExplaining tradeoffs between inference, uncertainty quantification, and driver analysis