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.

  1. Margin of Error (MoE): The formula for margin of error for proportions is: MoE=Z×p(1p)nMoE = Z \times \sqrt{\frac{p(1 - p)}{n}} where:

    • ZZ is the Z-value corresponding to the desired confidence level (for 95% confidence, Z=1.96Z = 1.96),
    • pp is the proportion (32% or 0.32),
    • nn is the sample size (1012).
  2. 95% Confidence Interval (CI): The 95% confidence interval is calculated as: CI=p±MoECI = p \pm MoE 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:

  1. Margin of Error (MoE): 2.87% (rounded to two decimal places).
  2. 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:

  1. How does increasing the sample size affect the margin of error?
  2. What is the Z-value for a 99% confidence level, and how would that change the results?
  3. How would the results change if 50% of people owned a dog for protection?
  4. What is the formula for the margin of error for means instead of proportions?
  5. 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