In: Statistics and Probability
Suppose you wish to estimate a population proportion p based on sample of n observations. What sample size is required if you want your estimate to be within .03 of p with probability equal to 0.90?
a. 752 b. 423 c. 1,068 d. 1.529 e. none of these
Solution :
Given that,
= 0.90
1 - = 1 - 0.90= 0.1
margin of error = E = % = 0.03
At 90% confidence level z
= 1 - 90%
= 1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645 ( Using z table ( see the 0.05 value in standard
normal (z) table corresponding z value is 1.645 )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (1.645 / 0.03)2 * 0.90 * 0.10
=271
Sample size = 271