In: Statistics and Probability
A researcher wishes to estimate the number of households with two computers. How large a sample is needed in order to be 99% confident that the sample proportion will not differ from the true proportion by more than 3%? A previous study indicates that the proportion of households with two computers is 24%
Solution :
Given that,
= 0.24
1 - = 1 - 0.24 = 0.76
margin of error = E = 0.03
At 99% confidence level the z is,
= 1 - 99%
= 1 - 0.99 = 0.01
/2 = 0.005
Z/2 = 2.58 ( Using z table ( see the 0.005 value in standard normal (z) table corresponding z value is 2.58 )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (2.58 / 0.03)2 * 0.24 * 0.76
=1349.0
Sample size = 1349