Math Problem Statement
What are the answers
Solution
Let's break down the problem to find the correct answers:
Part 1: Selecting the appropriate calculator for the question
The toy store wants to estimate a proportion (households with kids) based on a sample (301 out of 600). They are also asked to construct a 99% confidence interval for this proportion.
Thus, the correct option is:
- Confidence Interval for a Population Proportion
Part 2: Finding the confidence interval for the proportion
Given:
- Sample size () = 600
- Number of households with kids = 301
- Sample proportion () =
- Confidence level = 99%
The formula for the confidence interval for a population proportion is:
Where:
- is the Z-score corresponding to a 99% confidence level.
- For 99%, .
Step-by-step calculation:
-
Calculate the standard error (SE):
-
Calculate the margin of error (ME):
-
Confidence interval:
So, the confidence interval is:
Part 3: Answers for each section
a. Confidence interval (open-interval format):
b. Tri-linear inequality format:
c. Point estimate and margin of error:
Would you like more details or help with another part of this problem?
Here are 5 related questions to deepen your understanding:
- How does the Z-score affect the width of the confidence interval?
- What would happen to the confidence interval if the confidence level was changed to 95%?
- Can we interpret the confidence interval to make a claim about the entire population?
- Why do we use the standard error to calculate the margin of error?
- How would the confidence interval change if the sample size were larger?
Tip: Always round the sample proportion and confidence interval to three decimal places for clarity, especially when communicating results.
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Math Problem Analysis
Mathematical Concepts
Statistics
Confidence Interval
Population Proportion
Formulas
Confidence Interval for Population Proportion: p̂ ± Z * sqrt(p̂(1-p̂)/n)
Theorems
Central Limit Theorem
Suitable Grade Level
Grades 10-12
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