Math Problem Statement

Find the critical value necessary to form a confidence interval at the level of confidence shown below. c=0.96

Solution

To find the critical value (zz^*) necessary for a confidence interval at a confidence level of c=0.96c = 0.96:

  1. The level of significance, α\alpha, is 1c=10.96=0.041 - c = 1 - 0.96 = 0.04.
  2. Since a confidence interval is two-tailed, divide α\alpha by 2: α/2=0.02\alpha/2 = 0.02.
  3. Find the z-value corresponding to the cumulative area of 10.02=0.981 - 0.02 = 0.98 in the standard normal distribution.

From the z-table or a calculator, the critical z-value is approximately:

z2.05z^* \approx 2.05

Would you like to see how this applies to specific confidence interval calculations?

Related Questions:

  1. How does the critical value change with a different confidence level, such as c=0.90c = 0.90 or c=0.99c = 0.99?
  2. How is the critical value used in constructing confidence intervals for means or proportions?
  3. What is the critical value for a t-distribution with a confidence level of c=0.96c = 0.96 and a sample size of 15?
  4. How does the critical value relate to the margin of error?
  5. Can you explain the difference between z-scores and t-scores in confidence intervals?

Tip: Always ensure the appropriate distribution (z or t) is used based on the sample size and standard deviation availability.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Confidence Intervals
Critical Values
Standard Normal Distribution

Formulas

Critical value formula: z* corresponding to cumulative area = 1 - α/2
Significance level: α = 1 - c

Theorems

Properties of the Standard Normal Distribution
Two-Tailed Confidence Interval

Suitable Grade Level

Grades 11-12 or introductory college level