In: Statistics and Probability
A confidence interval is desired for the amount of time it takes a component of a product to move from one workstation to the next. The standard deviation of the population is 5 seconds. (Round your answers up to the nearest whole number.) (a) How many measurements should be made to be 99% certain that the margin of error, maximum error of estimation, will not exceed 2 seconds? (b) What sample size is required to be 99% confident for a margin of error of 3 seconds?
Solution :
Given that,
Population standard deviation = = 5
a)
Margin of error = E = 2
At 99% confidence level the z is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z0.005 = 2.576
sample size = n = (Z/2* / E) 2
n = ( 2.576* 5/ 2)2
n = 41.47
n = 41
Sample size = 41
b)
Margin of error = E = 3
At 99% confidence level the z is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z0.005 = 2.576
sample size = n = (Z/2* / E) 2
n = ( 2.576* 5/ 3)2
n = 18.43
n = 18
Sample size = 18