158k views
4 votes
political candidate has asked you to conduct a poll to determine what percentage of people support her. If the candidate only wants a 6% margin of error at a 90% confidence level, what size of sample is needed?

User Phschoen
by
8.4k points

1 Answer

6 votes

Final answer:

To determine the sample size needed for a poll with a 6% margin of error at a 90% confidence level, we can use the formula: n = (Z^2 * p * (1 - p)) / E^2. Using the Z-score corresponding to a 90% confidence level (Z = 1.645) and a margin of error of 6% (E = 0.06), a sample size of 377 is needed.

Step-by-step explanation:

To determine the sample size needed for a poll with a 6% margin of error at a 90% confidence level, we can use the formula:

n = (Z^2 * p * (1 - p)) / E^2

Where:

  • n is the sample size
  • Z is the Z-score corresponding to the desired confidence level
  • p is the estimated proportion of people supporting the candidate
  • E is the desired margin of error

Since we need to estimate the proportion based on the given information, we don't have an estimated proportion. In this case, we use 0.5 as a conservative estimate, which gives us the largest sample size.

Using the Z-score corresponding to a 90% confidence level (Z = 1.645) and a margin of error of 6% (E = 0.06), we can calculate the sample size as follows:

n = (1.645^2 * 0.5 * (1 - 0.5)) / 0.06^2 = 376.36

Rounding up to the nearest whole number, a sample size of 377 is needed.

User Vtni
by
7.8k points
Welcome to QAmmunity.org, where you can ask questions and receive answers from other members of our community.

9.4m questions

12.2m answers

Categories