In: Statistics and Probability
Determine the sample size necessary under the following conditions.
A) To estimate u with o (sigma / standard deviation) = 44, E = 3, 95% confidence
B) To estimate u with a range of values from 20 to 88 with E = 2 and 90% confidence
C) To estimate p with p unknown, E = 0.4, and 98% confidence
D) To estimate p with E = .03, 95% confidence, and p thought to be approximately .70
(Round up your answers to the nearest integer.)
Solution :
A) Z/2 = Z0.025 = 1.96
sample size = n = [Z/2* / E] 2
n = [1.96 * 44 / 3]2
n = 826.37
Sample size = n = 827
B) Z/2 = Z0.05 = 1.645
standard deviation = = 88 - 20 / 4 = 17
sample size = n = [Z/2* / E] 2
n = [1.645 * 17 / 2 ]2
n = 195.51
Sample size = n = 196
C) = 1 - = 0.5
Z/2 = Z0.01 = 2.33
margin of error = E =0.4
sample size = n = (Z / 2 / E )2 * * (1 - )
= (2.33 / 0.4)2 * 0.5 * 0.5
= 8.48
sample size = n = 9
D) = 0.70
1 - = 1 - 0.70 = 0.30
Z/2 = Z0.025 = 1.96
margin of error = E =0.03
sample size = n = (Z / 2 / E )2 * * (1 - )
= (1.96 / 0.03)2 * 0.70 * 0.30
= 896.37
sample size = n = 897