Introduction to Experimental Design

AP Statistics· difficulty 3/5

A psychology professor recruits 80 student volunteers from her introductory class and randomly assigns 40 to a meditation group and 40 to a control group. After 4 weeks she compares stress levels.

All college students (target) NOT random sampling 80 volunteers Random Assignment Meditation (40) Control (40) No random sampling: limited generalization

Which scope of inference is appropriate?

  • A

    Neither inference is justified

  • B

    Cause-and-effect inference for the volunteers, but not generalization beyond them

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  • C

    Both cause-and-effect and generalization

  • D

    Generalization only

Explanation

Volunteers are not a random sample, so we cannot generalize beyond the volunteers. However, random assignment allows causal conclusions for these particular subjects.

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