You are a researcher studying the lifespan of a certain species of bacteria. A preliminary sample of 30 bacteria reveals a sample mean of ¯x=70x¯=70 hours with a standard deviation of s=6.6s=6.6 hours. You would like to estimate the mean lifespan for this species of bacteria to within a margin of error of 0.65 hours at a 98% level of confidence.
What sample size should you gather to achieve a 0.65 hour margin of error? Round your answer up to the nearest whole number.
n = ? bacteria
Solution :
Given that,
standard deviation =s = =6.6
Margin of error = E = 0.65
At 98% confidence level the z is ,
= 1 - 98% = 1 - 0.98 = 0.02
/ 2 = 0.02/ 2 = 0.01
Z/2 = Z0.01 = 2.326 ( Using z table )
sample size = n = [Z/2* / E] 2
n = ( 2.326* 6.6 / 0.65 )2
n =557.80
Sample size = n =558 rounded
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