The electric cooperative needs to know the mean household usage of electricity by its non-commercial customers in kWh per day. They would like the estimate to have a maximum error of 0.09 kWh. A previous study found that for an average family the standard deviation is 2.1 kWh and the mean is 16.2 kWh per day. If they are using a 99% level of confidence, how large of a sample is required to estimate the mean usage of electricity? Round your answer up to the next integer.
Please elaborate on how to obtain the Z a/2. That is the part I am struggling with the most. Thank you. :)
Solution :
Given that,
Population standard deviation = = 2.1
Margin of error = E = 0.09
At 99% confidence level the z is,
= 1 - 99%
= 1 - 0.99 = 0.01
/2 = 0.005
Z/2 = Z0.005 = 2.576
sample size = n = [Z/2* / E] 2
n = [ 2.576 * 2.1 / 0.09 ]2
n = 3612.81
Sample size = n = 3613
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