In: Statistics and Probability
A food safety guideline is that the mercury in fish should be below 1 part per million (ppm). Listed below are the amounts of mercury (ppm) found in tuna sushi sampled at different stores in a major city. Construct a 99% confidence interval estimate of the mean amount of mercury in the population. Does it appear that there is too much mercury in tuna sushi?
0.61
0.82
0.10
0.94
1.25
0.55
0.92
We need to find one sample t interval.
First we need to find sample mean and sample standard deviation (S) for given data set.
We can find the sample mean and standard deviation S of the both years using excel function =AVERAGE( ) and =STDEV.S() respectively.
Confidence interval is given by,
Lower bound = – E
Upper bound = + E
Margin of error E = ; t is critical value follows t distribution with degrees of freedom (d.f ) = n - 1
We have n = 7 and confidence level (c) = 99% or 0.99
d.f = n-1 = 7-1 = 6
α = 1 – c = 1- 0.99 = 0.01
Therefore t(0.01,6) = 3.707
Margin of error E =
E = 0.5121
Lower bound = 0.7414 – 0.5121 = 0.23
Upper bound = 0.7414 + 0.5121 = 1.25
95% confidence interval estimate of the mean amount of mercury in the population is ( 0.23 , 1.25 )
Since the confidence interval contain 1 ; it appear that there is too much mercury in tuna sushi.