Interview Guides
You are reviewing an analysis that uses sample means and normal approximations. The underlying data may be skewed, heavy-tailed, or dependent, and you need to judge whether that approximation is justified.
What is the Central Limit Theorem, what are its core assumptions, and under what specific real-world conditions does it fail?
