Construct a confidence interval for p 1 minus p 2 at the given level of confidence.
x 1 equals378, n 1 equals522, x 2 equals426, n 2 equals563, 95% confidence
The researchers are _% confident the difference between the two population proportions, p 1 minus p 2, is between _ and _.
Answer:
Given,
To determine the confidence interval
For the 95% confidence interval, z value is 1.96
x1 = 378
n1 = 522
x2 = 426
n2 = 563
p1^ = x1/n1
substitute values
p1^ = 378/522
p1^ = 0.7241
p2^ = x2/n2
substitute values
= 426/563
p2^ = 0.7567
CI = (p1^ - p2^) +/- z*sqrt(p1^(1-p1^)/n1 + p2^(1-p2^)/n2)
substitute the values
= (0.7241 - 0.7567) +/- 1.96*sqrt(0.7241(1-0.7241)/522 + 0.7567(1-0.7567)/563)
= - 0.0326 +/- 0.0522
= (- 0.0326 - 0.0522 , - 0.0326 + 0.0522)
= ( - 0.0848 , 0.0196)
The researchers are 95% confident the difference between the two population proportions, p 1 minus p 2, is between - 0.0848 and 0.0196.
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