In: Statistics and Probability
A large city in a Western State has always believed that 60% of its citizens support the addition of an ombudsmen among its city council members. However, under the new mayor, there is doubt that this proportion continues to hold. They poll 1600 people, and plan to construct a 95% confidence interval. Suppose 50% of those polled support the addition of an ombudsman. Give the number you would add or subtract to the point estimate to build this interval. (
Let P be the population proportion of citizens that support the addition of an ombudsmen.
p denote the sample proportion. p= 0.5
n denote the sample size. n=1600
We know that expected value of sample proportion is population proportion. That is, E( p ) = P
And standard deviation is
Hence, using Central limit theorem, follows Standard Normal distribution.
To find the confidence interval we estimate the variance using sample proportion.
Hence, standard deviation is
95% confidence interval for population proportion is:
where, is such that
= 1.96
Hence, the number we would add or subtract to the sample proportion to build above interval is
Hence, we would add or subtract 0.0245 to the point estimate to build the 95% confidence interval for P.
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