In: Statistics and Probability
For this problem, carry at least four digits after the decimal
in your calculations. Answers may vary slightly due to
rounding.
A random sample of medical files is used to estimate the proportion
p of all people who have blood type B.
(a) If you have no preliminary estimate for p, how many
medical files should you include in a random sample in order to be
85% sure that the point estimate p̂ will be within a
distance of 0.04 from p? (Round your answer up to the
nearest whole number.)
_______medical files
(b) Answer part (a) if you use the preliminary estimate that
about 13 out of 90 people have blood type B.
_________ medical files
Solution,
Given that,
a) = 1 - = 0.5
margin of error = E = 0.04
At 85% confidence level
= 1 - 85%
= 1 - 0.85 =0.15
/2
= 0.075
Z/2
= Z0.075 = 1.44
sample size = n = (Z / 2 / E )2 * * (1 - )
= (1.44 / 0.04)2 * 0.5 * 0.5
sample size = n = 324
b) = 13 / 90 = 0.144
1 - = 1 - 0.144 = 0.856
sample size = n = (Z / 2 / E )2 * * (1 - )
= (1.44 / 0.04)2 * 0.144 * 0.856
= 159.75
sample size = n = 160