Asked by Karim Moukrem on Jul 22, 2024

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When multiple t tests are performed,which of the following is TRUE?

A) There is a 10% chance of committing a Type I error.
B) The risk of Type I error is not impacted.
C) The risk of Type I error decreases.
D) The risk of Type I error increases.

Type I Error

The incorrect rejection of a true null hypothesis, also known as a "false positive" finding.

Multiple T Tests

Statistical tests used to compare the means of two groups on several different variables or outcomes.

  • Comprehend the importance of avoiding Type I errors in multiple testing scenarios.
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MP
Marisol PedrozaJul 29, 2024
Final Answer :
D
Explanation :
When multiple t tests are performed, the risk of Type I error increases. This is because the more tests conducted, the more likely it is that at least one of them will yield a false positive result by chance alone. This is known as the multiple comparisons problem. To mitigate this risk, techniques such as Bonferroni correction can be employed.