Math Problem Statement
In May 2022, 1 , 200 1,200 people were randomly polled in a district with an expected voter turnout of 80 , 000 80,000. The poll estimated that 45 % 45% of the voters in the district who turn out on election day would vote for the independent candidate, with an associated margin of error of 3.5 % 3.5%. Which of the following is a likely value for the total number of voters in that district who vote for the independent candidate?
Solution
To determine a likely value for the number of voters who will support the independent candidate, we need to consider the given information:
- Total expected voter turnout: 80,000
- Estimated percentage for the independent candidate: 45%
- Margin of error: ±3.5%
Step-by-Step Solution
- Calculate the estimated number of voters:
- Determine the range of likely values using the margin of error:
The margin of error is ±3.5%, which means the actual percentage could be as low as or as high as .
- Calculate the number of voters corresponding to these percentages:
-
Lower bound:
-
Upper bound:
Final Answer
A likely value for the total number of voters in the district who will vote for the independent candidate would fall between 33,200 and 38,800.
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Relative Questions:
- How is the margin of error calculated for polls?
- What impact does sample size have on the margin of error?
- How can we determine confidence intervals for voter turnout estimates?
- What is the probability that the actual percentage falls outside the margin of error?
- How does changing the total voter turnout affect these calculations?
Tip: Understanding the margin of error is crucial in interpreting poll results accurately. It represents the range within which the true value is expected to fall with a certain confidence level, typically 95%.
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Math Problem Analysis
Mathematical Concepts
Statistics
Polling
Margin of Error
Percentages
Formulas
Estimated Number of Voters = Total Voter Turnout × Estimated Percentage
Lower Bound = Total Voter Turnout × (Estimated Percentage - Margin of Error)
Upper Bound = Total Voter Turnout × (Estimated Percentage + Margin of Error)
Theorems
Margin of Error in Polling
Suitable Grade Level
Grades 10-12
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