You are a researcher studying the lifespan of a certain species of bacteria. A preliminary sample of 25 bacteria reveals a sample mean of ¯x=70x¯=70 hours with a standard deviation of s=5.6s=5.6 hours. You would like to estimate the mean lifespan for this species of bacteria to within a margin of error of 0.6 hours at a 90% level of confidence.
What sample size should you gather to achieve a 0.6 hour margin of error? Round your answer up to the nearest whole number.
n = bacteria
margin of error of 0.6 hours
E = 0.6
90% level of confidence.
c = 90% = 0.90
a standard deviation of s=5.6 hours
Use s as an estimate of population SD
= 5.6
= 1- c = 1- 0.90 = 0.10
/2 = 0.10 2 = 0.05 and 1- /2 = 0.950
Search the probability 0.950 in the Z table and see corresponding z value
= 1.645
Now, sample size (n) is given by,
= {(1.645* 5.6 )/ 0.6 }2
= 235.724844444
= 236 ..(round to the next whole number)
n = 236 bacteria
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