76.0k views
4 votes
You are performing a right-tailed t-test with a sample size of 33

If α=.05, and your test statistic is t=2.17, do you:
Reject Null Hypothesis
Fail to Reject Null Hypothesis
Can someone explain step by step how this was a rejection?

User Mneute
by
8.2k points

1 Answer

2 votes

Final answer:

In a right-tailed t-test with a sample size of 33 and α=0.05, the decision to reject the null hypothesis depends on whether the test statistic t=2.17 is greater than the critical t-value for df=32. If it is greater, reject the null hypothesis; if not, fail to reject it.

Step-by-step explanation:

Understanding the t-Test Decision Process

When performing a right-tailed t-test with a sample size of 33, a test statistic of t=2.17, and a significance level (α) of 0.05, you must compare the test statistic to the critical t-value for a right-tailed test. Since the sample size is 33, the degrees of freedom (df) would be 32 (n-1). You would refer to a t-distribution table or use statistical software to find the critical t-value for df=32 at α=0.05.

Seeing as this is a right-tailed test, if the calculated t-test statistic is greater than the critical t-value, you reject the null hypothesis. Otherwise, you would fail to reject the null hypothesis. For our example, if the critical t-value is less than 2.17, we would reject the null hypothesis indicating that there is a statistically significant result. However, if the critical t-value is more than 2.17, we would fail to reject the null hypothesis indicating that the results are not statistically significant at the 0.05 level.

Comparing p-value and α: An alternative method is to compare the p-value associated with the t-test statistic to the significance level α. If the p-value is smaller than α, this is another indication to reject the null hypothesis. Unfortunately, with the information provided, the specific p-value for t=2.17 with df=32 is not given, thus precluding this comparison.

User CarbonMan
by
7.7k points
Welcome to QAmmunity.org, where you can ask questions and receive answers from other members of our community.

9.4m questions

12.2m answers

Categories