We wish to conduct a hypotheses test of the formH0: μ1 - μ2 = 0 vs H0: μ1 - μ2 > 0Both populations are assumed normal with equal variance. We draw 15 observations for the first sample and 12 observations for the second sample. State the distribution of the test statistic for the test.Question 1Select one:a.t-distribution with 26 degrees of freedomb.t-distribution with 27 degress of freedomc.t-distribution with 25 degrees of freedomd.normal distribution with 25 degrees of freedomClear my choice
Question
We wish to conduct a hypotheses test of the formH0: μ1 - μ2 = 0 vs H0: μ1 - μ2 > 0Both populations are assumed normal with equal variance. We draw 15 observations for the first sample and 12 observations for the second sample. State the distribution of the test statistic for the test.Question 1Select one:a.t-distribution with 26 degrees of freedomb.t-distribution with 27 degress of freedomc.t-distribution with 25 degrees of freedomd.normal distribution with 25 degrees of freedomClear my choice
Solution
The correct answer is c. t-distribution with 25 degrees of freedom.
Here's the step-by-step explanation:
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The test statistic for this hypothesis test follows a t-distribution because we are dealing with small sample sizes (n1 = 15, n2 = 12) from populations that are assumed to be normally distributed with equal variances.
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The degrees of freedom for a t-test comparing two independent samples is calculated as the total number of observations in both samples minus 2. This is because we are estimating two population means.
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So, in this case, the degrees of freedom would be (15 + 12) - 2 = 25.
Therefore, the distribution of the test statistic for this test is a t-distribution with 25 degrees of freedom.
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