In: Statistics and Probability
We want to estimate the proportion of people who have or are carriers of hepatitis B in a certain country, using 90% confidence and with a desired margin of error of 1.5%. What size sample should be used if:
a. no prior estimate of the desired proportion is known. (6 pts.)
b. a pilot study suggests that the proportion is 6%
Solution :
Given that,
= 0.5
1 - = 1 - 0.5 = 0.5
margin of error = E = 1.5% = 0.015
At 90% confidence level
= 1 - 0.90 = 0.10
/2 =0.05
Z/2 = 1.645 ( Using z table )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (1.645 / 0.015)2 * 0.5* 0.5
=3006.69
Sample size =3007
(B)
Solution :
Given that,
= 0.06
1 - = 1 - 0.06= 0.94
margin of error = E = 1.5% = 0.015
At 90% confidence level
= 1 - 0.90 = 0.10
/2 =0.05
Z/2 = 1.645 ( Using z table )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (1.645 / 0.015)2 * 0.06* 0.94
=678.3
Sample size = 679