Your question is SQL for 3-Sigma Outliers. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Write a SQL query to find transactions that are 3 standard deviations above the average transaction amount for a specific cardholder over the last 30 days.