Explain hypothesis testing in a business context. What are the null hypothesis, alternative hypothesis, and p-value, and how do you communicate these concepts to a non-technical stakeholder?

Sample answer preview

Hypothesis testing is the statistical framework that lets businesses make confident decisions based on data rather than gut feeling. It provides a disciplined way to determine whether an observed difference is real or just due to random chance.