You are a researcher studying the lifespan of a certain species of bacteria. A preliminary sample of 40 bacteria reveals a sample mean of ¯ x = 74 x¯=74 hours with a standard deviation of s = 4.6 s=4.6 hours. You would like to estimate the mean lifespan for this species of bacteria to within a margin of error of 0.4 hours at a 99% level of confidence.
What sample size should you gather to achieve a 0.4 hour margin of error? Round your answer up to the nearest whole number.
n = bacteria
Solution :
Given that,
standard deviation =s = 4.6
Margin of error = E = 0.4
At 99% confidence level the z is,
= 1 - 99%
= 1 - 0.99 = 0.01
/2 = 0.005
Z/2 = 2.58
sample size = n = [Z/2* / E] 2
n = ( 2.58* 4.6/0.4 )2
n =880
Sample size = n =880
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