Math Problem Statement
Determine the test statistic.
enter your response here
(Round to two decimal places as needed.)
Solution
Let's go through the calculation again and round the final answer to two decimal places as requested.
Given:
- Sample mean () = 4.19
- Population mean under the null hypothesis () = 4.25
- Sample standard deviation () = 0.51
- Sample size () = 9494
Formula for the -statistic:
Step-by-Step Calculation:
- Calculate the standard error (SE):
- Calculate the square root of the sample size:
- Divide the standard deviation by the square root of the sample size to get the standard error:
- Compute the -statistic using the sample mean, population mean, and standard error:
Rounded to Two Decimal Places:
So, the test statistic, rounded to two decimal places, is .
Do you want details or have any questions?
Here are 5 questions you might want to ask next:
- How do you interpret the P-value in hypothesis testing?
- What are Type I and Type II errors in hypothesis testing?
- Can you explain how to find critical values in a -distribution table?
- How would the conclusion change if the significance level was 0.05?
- What are the assumptions of a -test for a single sample mean?
Tip: Always ensure you use the correct degrees of freedom when consulting the -distribution table for accurate critical values and P-values.
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Math Problem Analysis
Mathematical Concepts
Statistics
Hypothesis Testing
T-Test
Formulas
T-statistic formula
Theorems
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Suitable Grade Level
Advanced College Level
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