In: Statistics and Probability
Construct a confidence interval for p1−p2 at the given level of confidence.
x1=377,
n1=503,
x2=444,
n2=589,
95% confidence
Solution :
1 = x1 / n1 = 0.75
2 = x2 / n2 = 0.754
1) Point estimate of difference between two proportions
= 1 - 2
= 0.75 - 0.754
= -0.004
2)
Our aim is to construct 95% confidence interval.
c = 0.95
= 1- c = 1- 0.95 = 0.05
/2 = 0.05 2 = 0.025
= 1.96 (use z table)
Margin of error = *
=
= 0.0515
3) Required interval is
Point estimate Margin of error
-0.004 0.037734
(-0.004 - 0.0515 , -0.004 + 0.0515)
(-0.056, -0.048)