Introduction to Experimental Design

AP Statistics· difficulty 3/5

Researchers post flyers in a college and recruit 80 student volunteers, randomly assigning 40 to a new study technique and 40 to traditional methods. The new technique produces higher scores.

Which inference is justified?

  • A

    Cause-and-effect for these volunteers, but no broad generalization

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  • B

    Generalization to all college students but no causation

  • C

    Neither causation nor generalization

  • D

    Cause-and-effect for all college students

Explanation

Random assignment supports causal inference for the studied subjects. No random sampling means we should not generalize beyond the volunteers.

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