Math Problem Statement

A magazine provided results from a poll of 1500 adults who were asked to identify their favorite pie. Among the 1500 respondents, 11% chose chocolate pie, and the margin of error was given as ±5 percentage points. What values do p̂, q̂, n, E, and α represent? If the confidence level is 90%, what is the value of α?

Solution

Let's go through each of the variables in this question:

  1. Sample Proportion (p^\hat{p}): This represents the proportion of respondents who chose chocolate pie. Since 11% of 1500 respondents chose chocolate pie, p^=0.11\hat{p} = 0.11.

  2. Complement of Sample Proportion (q^\hat{q}): This is calculated as 1p^1 - \hat{p}, which represents the proportion of respondents who did not choose chocolate pie. So, q^=10.11=0.89\hat{q} = 1 - 0.11 = 0.89.

  3. Sample Size (nn): This is the total number of respondents in the survey, which is given as n=1500n = 1500.

  4. Margin of Error (E): The margin of error is given as ±5%\pm 5\%, so E=0.05E = 0.05.

  5. Significance Level (α\alpha): The confidence level is 90%, which means the significance level α\alpha is 10.90=0.101 - 0.90 = 0.10.

Summary of Answers:

  • The value of p^\hat{p} is 0.11
  • The value of q^\hat{q} is 0.89
  • The value of nn is 1500
  • The value of EE is 0.05
  • The value of α\alpha is 0.10

Would you like a deeper explanation on any part?

Here are some related questions for further practice:

  1. How would the values change if the confidence level was 95%?
  2. What is the formula for calculating the margin of error in a confidence interval?
  3. How is the sample proportion different from the population proportion?
  4. How does increasing the sample size affect the margin of error?
  5. What confidence level would correspond to a significance level of 0.05?

Tip: When calculating confidence intervals, remember that the margin of error is based on both the sample proportion and the sample size.

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Math Problem Analysis

Mathematical Concepts

Statistics
Confidence Intervals
Margin of Error

Formulas

Sample Proportion (p̂) = x / n
Complement of Sample Proportion (q̂) = 1 - p̂
Margin of Error (E) = z * sqrt[(p̂ * q̂) / n]
Significance Level (α) = 1 - Confidence Level

Theorems

Central Limit Theorem (for large sample size)

Suitable Grade Level

High School - College