Math Problem Statement
Solution
Let’s solve the problem step by step.
Step 1: Calculate the sample proportion ()
The sample proportion is given by:
where:
- (number of adults with kids),
- (total adults sampled).
Step 2: Calculate the standard error (SE)
The standard error for a proportion is calculated as:
Step 3: Determine the critical value for a 97% confidence level
For a 97% confidence level, the critical value () is approximately 2.17 (obtained from the standard normal table).
Step 4: Calculate the margin of error (ME)
The margin of error is given by:
Step 5: Construct the confidence interval
The confidence interval is:
Substituting the values:
Step 6: Write in point estimate ± margin of error form
The point estimate ± margin of error form is:
Final Answer:
-
Tri-inequality form:
-
Point estimate ± margin of error:
Would you like a detailed explanation of any specific step?
5 Related Questions:
- How is the critical value determined for different confidence levels?
- Why is the formula used for standard error in proportion problems?
- What are the implications of using a smaller or larger sample size for this confidence interval?
- How do confidence intervals change with a different confidence level (e.g., 90% or 99%)?
- What is the difference between a confidence interval and a hypothesis test?
Tip:
When constructing a confidence interval, ensure that and are both greater than 5 to justify using the normal approximation.
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Math Problem Analysis
Mathematical Concepts
Statistics
Confidence Intervals
Proportions
Standard Error
Formulas
Sample Proportion: \hat{p} = \frac{x}{n}
Standard Error: SE = \sqrt{\frac{\hat{p}(1 - \hat{p})}{n}}
Margin of Error: ME = z^* \cdot SE
Confidence Interval: \hat{p} - ME < p < \hat{p} + ME
Theorems
Central Limit Theorem
Normal Approximation to Binomial Distribution
Suitable Grade Level
Grades 11-12
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