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Lea is wondering whether there is a height difference between right-handed and left-handed students at her school. She takes a random sample of students and measures their heights. Then she calculates the average height of the right-handed people in the sample and the average height of the left-handed people in the sample. Lea wants to test if her results represent a significant difference in the average height between the groups. Assume that the necessary conditions for inference were met. Which of these is the most appropriate test and alternative hypothesis?

A. Pairedt test with H.: difference > 0 *

B. Paired t test with H: difference 0

C. Two-sample t test with H: fright-handed > Meft-handed

D. Two-sample t test with H: Pright-handed pet-handed

E. Two-sample t test with H: fright-handed < ift-handed

1 Answer

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Final answer:

The most appropriate test for Lea's study on height differences between right-handed and left-handed students is a two-sample t-test. The alternative hypothesis depends on her presumption about the direction of the difference, hence option C is apt if she assumes right-handed students are taller.

Step-by-step explanation:

Lea is interested in testing the difference in average height between right-handed and left-handed students at her school. Because she is comparing two independent groups (right-handed and left-handed students) rather than a paired or matched sample, a two-sample t-test is the most appropriate. The null hypothesis (H0) would state that there is no difference in the average heights, which can be represented as H0: μright-handed = μleft-handed. The alternative hypothesis (Ha) should reflect the claim Lea wants to test. If she does not have a direction in mind, she would use Ha: μright-handed ≠ μleft-handed for a two-tailed test. Suppose Lea believes that right-handed students are taller on average; her Ha would be Ha: μright-handed > μleft-handed, indicating a right-tailed test. If she believes left-handed students are taller, it would be Ha: μright-handed < μleft-handed, a left-tailed test. This information suggests that option C, 'Two-sample t-test with Ha: μright-handed > μleft-handed' is appropriate if Lea suspects that right-handed students are taller.

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