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MCQ 5 - L2 Interpret scatter diagrams and regression lines for bivariate data, including recognition of scatter diagrams with distinct sections of the population; understand informal interpretation of correlation; understand that correlation does not imply causation; calculations involving regression lines are excluded. - Statistics

Try the question, check the answer, then read the explanation to understand the curriculum point.

At a glance

MCQ

Type

practice

Style

Topic

Statistics

Exam-style question

Try this first

A scatter diagram shows positive correlation between two variables. What limitation must be stated?.

  1. A.correlation does not imply causation
  2. B.2n
  3. C.1n^2
  4. D.1n

Model answer

What a good answer should say

  • The correct answer is correlation does not imply causation.

This answer is tied to the objective: L2 Interpret scatter diagrams and regression lines for bivariate data, including recognition of scatter diagrams with distinct sections of the population; understand informal interpretation of correlation; understand that correlation does not imply causation; calculations involving regression lines are excluded..

Explanation

Why this works

Use the explanation to connect the worked answer back to L2 Interpret scatter diagrams and regression lines for bivariate data, including recognition of scatter diagrams with distinct sections of the population; understand informal interpretation of correlation; understand that correlation does not imply causation; calculations involving regression lines are excluded..

Use the worked steps as the check: the question intent fixes the answer as correlation does not imply causation, and the final-answer line confirms correlation does not imply causation.

Maths method check

  • Topic focus: Statistics.
  • Question style: practice.
  • Reasoning demand: recall.
  • Check the operation, notation, units, and final answer form against the question before moving on.

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