Math Problem Statement
According to a Gallup poll of 1012 people, about one-third of (32%) of Americans keep a dog for protection. Find the:
Margin of Error Incorrect% (round to two decimal places)
The 95% Confidence Interval Incorrect% to Incorrect% (round to two decimal places)
Solution
We can calculate both the margin of error and the 95% confidence interval based on the given data from the Gallup poll.
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Margin of Error (MoE): The formula for margin of error for proportions is: where:
- is the Z-value corresponding to the desired confidence level (for 95% confidence, ),
- is the proportion (32% or 0.32),
- is the sample size (1012).
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95% Confidence Interval (CI): The 95% confidence interval is calculated as: Let's calculate the margin of error and the confidence interval now.
Step 1: Compute the margin of error
We'll substitute the values into the formula.### Results:
- Margin of Error (MoE): 2.87% (rounded to two decimal places).
- 95% Confidence Interval (CI): 29.13% to 34.87% (rounded to two decimal places).
Would you like more details or have any questions?
Here are 5 related questions you might find useful:
- How does increasing the sample size affect the margin of error?
- What is the Z-value for a 99% confidence level, and how would that change the results?
- How would the results change if 50% of people owned a dog for protection?
- What is the formula for the margin of error for means instead of proportions?
- Can you calculate a 90% confidence interval using the same data?
Tip: Reducing the margin of error can be achieved by increasing the sample size or choosing a lower confidence level.
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Math Problem Analysis
Mathematical Concepts
Statistics
Proportions
Confidence Intervals
Formulas
Margin of Error formula: MoE = Z * sqrt(p(1 - p) / n)
Confidence Interval formula: CI = p ± MoE
Theorems
Normal Distribution and Z-scores
Suitable Grade Level
Grades 10-12
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