In: Statistics and Probability
We wish to estimate what percent of adult residents in a certain county are parents. Out of 200 adult residents sampled, 86 had kids. Based on this, construct a 99% confidence interval for the proportion π π of adult residents who are parents in this county. Give your answers as decimals, to three places. < π π
We wish to estimate what percent of adult residents in a certain county are parents.
Out of 200 adult residents sampled, 86 had kids.
Thus n = 200 ( sample size )
x = 86 ( number of success i.e dult residents having kids )
So
= x/n = 86/200
= 0.43 (
probability of success )
Now 100(1-)%
confidence interval CI for population proportion is given by
CI = {
-
*
,
+
*
}
Calculation :-
For 99% confidence critical z-value is
= 2.576
......(i)
=
0.43
......(ii)
Thus
=
=
=
0.03500714
......(iii)
Hence
99% confidence interval CI is given by
CI = {
-
*
,
+
*
}
= { 0.43 - 2.576 * 0.03500714 , 0.43 + 2.576 * 0.03500714 }
CI = { 0.3398216 , 0.5201784 }
CI = { 0.340 , 0.520 } [ rounding to three decimals ]
Thus 99% confidence interval for the proportion π π of adult residents who are parents in this country is { 0.340 , 0.520 }