Math Problem Statement
The one sample t statistic from a sample of n = 25 observations for the one-sided test of
H0: μ = 9, Ha: μ > 9
has the value t = 1.84. Based on this information, using Table C, the P-value should be Question 8Select one:
a. 0.05 < P-value < 0.1.
b. 0.025 < P-value < 0.05.
c. P-value > 0.10.
d. P-value > 0.025.
Solution
To determine the P-value for the one-sample t-test, we can follow these steps:
- We know that the test statistic is .
- The degrees of freedom (df) for a t-test is calculated as , where . So, .
- Since it's a one-sided test with the alternative hypothesis , we want the area to the right of .
Using Table C (which is typically a t-distribution table):
We look up the critical values for with 24 degrees of freedom.
- The closest values for are between 1.711 (which corresponds to a right-tail probability of 0.05) and 2.064 (which corresponds to a right-tail probability of 0.025).
Thus, the P-value lies between 0.05 and 0.025.
Conclusion:
The correct answer is:
b. 0.025 < P-value < 0.05.
Do you want more details or have any questions on this?
Here are 5 related questions for further exploration:
- What are the degrees of freedom in a t-test, and how are they calculated?
- How does a one-sided test differ from a two-sided test?
- What is the relationship between the t-statistic and the P-value?
- How do you interpret a P-value in the context of hypothesis testing?
- What happens if the P-value is smaller than the significance level?
Tip: Always double-check the degrees of freedom and the alternative hypothesis to ensure correct interpretation of the t-distribution table!
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Math Problem Analysis
Mathematical Concepts
Statistics
Hypothesis Testing
t-Distribution
P-Value
Formulas
t = (x̄ - μ) / (s / √n)
Degrees of Freedom = n - 1
Theorems
Central Limit Theorem
t-Distribution
Suitable Grade Level
Undergraduate (Introductory Statistics)
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