Suppose that 55 percent of the voters in a particular region support a candidate. Find the probability that a sample of 900 voters would yield a sample proportion in favor of the candidate within 2 percentage points of the actual proportion.
Solution:
Given that,
n = 900
= 55% =0.55
1 - = 1 - 0.55 = 0.45
= = 0.55
= ( 1 - ) / n
= 0.55 * 0.45 / 900
= 0.0166
= 0.0166
within 0.02 = 0.55 ± 0.02 = 0.53, 0.57
P( 0.53 < < 0.57 )
P( 0.53 - 0.55 / 0.0166 ) < ( - / ) < ( 0.57 - 0.55 / 0.0166 )
P ( - 0.02 /0.0166 < z < 0.02 / 0.0166 )
P ( - 1.20 < z < 1.20 )
P ( z < 1.20 ) - p ( z < -1.20 )
Using z table
= 0.8849 - 0.1151
= 0.7698
Probability = 0.7698
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