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 (xˉ\bar{x}) = 4.19
  • Population mean under the null hypothesis (μ\mu) = 4.25
  • Sample standard deviation (ss) = 0.51
  • Sample size (nn) = 9494

Formula for the tt-statistic:

t=xˉμsnt = \frac{\bar{x} - \mu}{\frac{s}{\sqrt{n}}}

Step-by-Step Calculation:

  1. Calculate the standard error (SE):

SE=sn=0.519494\text{SE} = \frac{s}{\sqrt{n}} = \frac{0.51}{\sqrt{9494}}

  1. Calculate the square root of the sample size:

949497.44\sqrt{9494} \approx 97.44

  1. Divide the standard deviation by the square root of the sample size to get the standard error:

SE=0.5197.440.00523\text{SE} = \frac{0.51}{97.44} \approx 0.00523

  1. Compute the tt-statistic using the sample mean, population mean, and standard error:

t=4.194.250.00523=0.060.0052311.47t = \frac{4.19 - 4.25}{0.00523} = \frac{-0.06}{0.00523} \approx -11.47

Rounded to Two Decimal Places:

t11.47t \approx -11.47

So, the test statistic, rounded to two decimal places, is 11.47-11.47.


Do you want details or have any questions?

Here are 5 questions you might want to ask next:

  1. How do you interpret the P-value in hypothesis testing?
  2. What are Type I and Type II errors in hypothesis testing?
  3. Can you explain how to find critical values in a tt-distribution table?
  4. How would the conclusion change if the significance level was 0.05?
  5. What are the assumptions of a tt-test for a single sample mean?

Tip: Always ensure you use the correct degrees of freedom when consulting the tt-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