To find the margin of error (Error Bound on the Proportion, EBP) for a sample of size n=902 with a sample proportion p′=55% at a confidence level of 80%, you can use the following formula:
EBP = Z * sqrt[(p' * (1 - p')) / n]
Where:
EBP is the margin of error.
Z is the critical value for the desired confidence level (in this case, 80%).
p' is the sample proportion.
n is the sample size.
First, find the critical value Z for an 80% confidence level. You can either use a Z-table or a calculator. For an 80% confidence level, Z is approximately 1.2816.
Now, plug in the values:
EBP = 1.2816 * sqrt[(0.55 * (1 - 0.55)) / 902]
Calculate the square root term:
sqrt[(0.55 * (1 - 0.55)) / 902] ≈ 0.0172 (rounded to four decimal places)
Now, calculate EBP:
EBP ≈ 1.2816 * 0.0172 ≈ 0.0221 (rounded to four decimal places)
Finally, convert EBP to a percentage:
EBP ≈ 2.21% (rounded to one-tenth of one percent)
So, the margin of error (Error Bound on the Proportion) at an 80% confidence level for a sample of size n=902 with a sample proportion p′=55% is approximately 2.21%.