Math Problem Statement

You intend to estimate a population mean with a confidence interval. You believe the population to have a normal distribution. Your sample size is 17. Find the critical value that corresponds to a confidence level of 89.1%.

Solution

To find the critical value tα/2t_{\alpha/2} for an 89.1% confidence level with a sample size of 17, we need to use the following information:

  1. Confidence Level: 89.1%, which means α=10.891=0.109\alpha = 1 - 0.891 = 0.109.
  2. Degrees of Freedom: For a sample size of 17, the degrees of freedom df=n1=171=16df = n - 1 = 17 - 1 = 16.

Step 1: Calculate α/2\alpha/2

Since α=0.109\alpha = 0.109, we divide this by 2: α/2=0.109/2=0.0545\alpha/2 = 0.109 / 2 = 0.0545

Step 2: Find the Critical tt-Value

Now, we need the critical value tα/2t_{\alpha/2} for 16 degrees of freedom and a cumulative probability of 10.0545=0.94551 - 0.0545 = 0.9455 (since 89.1% confidence level implies that the central 89.1% is covered, leaving 5.45% in each tail).

Using a tt-distribution table or statistical software, we find: t0.0545,161.754t_{0.0545, 16} \approx 1.754

Answer:

The critical value tα/2t_{\alpha/2} is approximately: tα/2=±1.754t_{\alpha/2} = \pm 1.754

Would you like further details or have any questions?

Related Questions

  1. How would the critical value change if the confidence level were increased to 95%?
  2. What is the significance of the degrees of freedom in finding tt-values?
  3. How does a larger sample size affect the critical tt-value?
  4. Why do we use a tt-distribution instead of a normal distribution here?
  5. How can one interpret the meaning of a confidence interval with this tt-value?

Tip:

For uncommon confidence levels, remember that dividing α\alpha by 2 and using the cumulative probability in the tt-distribution are key to finding precise critical values.

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Math Problem Analysis

Mathematical Concepts

Statistics
Confidence Intervals
Critical Values
t-distribution

Formulas

alpha = 1 - confidence level
alpha / 2
t-distribution critical value lookup

Theorems

Student's t-distribution

Suitable Grade Level

College Level