A health reporter studying whether cell phone use is associated with brain tumors considers two observational designs: one that begins with people who already have a diagnosis and looks back at their past phone use, and one that begins with people now free of tumors and follows them forward. Which of the following best describes the difference between the two designs?
inference and experiments
Review inference and experiments for AP Statistics and try 2 free AP-style practice questions. 19 questions on this topic in AP Statistics · Unit 3 · Collecting Data.
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A study finds that dog owners live on average two years longer than people who do not own dogs. Before concluding that owning a dog extends life, a statistician looks for confounding variables. Which of the following is the best example of a confounding variable in this setting?
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Full practice for AP Statistics · Unit 3 · Collecting Data: timed tests, step-by-step explanations for every answer, and AI grading for free-response questions.
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Answer, then see why
The price of gasoline rises 10% and the quantity demanded falls 5%. What happens to total revenue?
Not quite. The answer is B.
Why the other options are wrong
AI grading for free-response
Write your FRQ answer and get it scored point by point against the AP rubric, with the line from your answer that earned or missed each point.
Reason: Correctly identifies demand for gasoline as inelastic.
Evidence: "The price of gasoline rises and the quantity falls only a little."
Reason: Graph shows relatively inelastic demand.
Evidence: Draws a steep demand curve.
Reason: Correct new equilibrium price.
Evidence: Shifts supply left, P1 → P2.
Reason: With inelastic demand, a price increase raises total revenue.
Evidence: "Revenue goes down."