Math Problem Statement

Find the critical value z Subscript alpha divided by 2zα/2 that corresponds to the given confidence level. 91​% Question content area bottom Part 1 z Subscript alpha divided by 2zα/2equals=enter your response here ​(Round to two decimal places as​ needed.)

Solution

To find the critical value zα2z_{\frac{\alpha}{2}} for a confidence level of 91%, we can follow these steps:

  1. The confidence level is given as 91%, which means the remaining area under the normal distribution (the significance level α\alpha) is: α=10.91=0.09\alpha = 1 - 0.91 = 0.09

  2. Since we are looking for the critical value zα2z_{\frac{\alpha}{2}}, we need to divide α\alpha by 2: α2=0.092=0.045\frac{\alpha}{2} = \frac{0.09}{2} = 0.045

  3. Now, we need to find the zz-score that corresponds to the cumulative probability of 10.045=0.9551 - 0.045 = 0.955 (since we are looking for the value on the right side of the standard normal distribution).

  4. Using a standard normal distribution table or a calculator, the zz-score that corresponds to a cumulative probability of 0.955 is approximately: zα21.70z_{\frac{\alpha}{2}} \approx 1.70

Therefore, the critical value zα2z_{\frac{\alpha}{2}} for a 91% confidence level is approximately 1.70.

Would you like more details or have any other questions?

Here are 5 related questions to expand on this:

  1. How is the critical value used in hypothesis testing?
  2. What is the significance level α\alpha, and how does it relate to confidence levels?
  3. How do you calculate confidence intervals using the critical value?
  4. What is the difference between a one-tailed and a two-tailed test in hypothesis testing?
  5. Can you explain the relationship between the z-score and the area under the normal distribution curve?

Tip: Always double-check your confidence level and significance level to ensure you are using the right side of the normal distribution.

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Math Problem Analysis

Mathematical Concepts

Statistics
Confidence Intervals
Standard Normal Distribution

Formulas

zα/2 = critical value for two-tailed tests
α = 1 - confidence level
Cumulative probability = 1 - α/2

Theorems

Standard Normal Distribution

Suitable Grade Level

College or advanced high school (Grades 11-12)