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Dell-EMC

E20-007 · Question #141

You do a Student's t-test to compare the average test scores of sample groups from populations A and B. Group A averaged 10 points higher than group B. You find that this difference is significant…

The correct answer is C. There is a 3% chance that you have identified a difference between the populations when in reality. See the full explanation below for the reasoning.

Question

You do a Student's t-test to compare the average test scores of sample groups from populations A and B. Group A averaged 10 points higher than group B. You find that this difference is significant, with a p-value of 0.03. What does that mean?

Options

  • AThere is a 3% chance that a sample group from population A will score 10 points higher that a sample
  • BThe difference in scores between a sample from population A and a sample from population B will
  • CThere is a 3% chance that you have identified a difference between the populations when in reality
  • DThere is a 97% chance that a sample group from population A will score 10 points higher that a sample

How the community answered

(19 responses)
  • A
    11% (2)
  • B
    5% (1)
  • C
    84% (16)

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