In: Math
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 90% confidence interval estimate of the mean amount of mercury in the population. Does it appear that there is too much mercury in tuna sushi? 0.54 0.82 0.09 0.96 1.28 0.54 0.96
What is the confidence interval estimate of the population mean?
Use this information to draw an appropriate conclusion about whether there could be too much mercury in tuna sushi
Solution
Solution:
We are given a data of sample size n = 7
0.54 0.82 0.09 0.96 1.28 0.54 0.96
Using this, first we find sample mean() and sample standard deviation(s).
=
= (0.54 + 0.82 + 0.09 + 0.96 + 1.28 + 0.54 + 0.96)/7
= 0.7414
Now ,
s=
Using given data, find Xi - for each term.Take square for each.Then we can easily find s.
s= 0.38671387
Note that, Population standard deviation() is unknown..So we use t distribution.
Our aim is to construct 90% confidence interval.
c = 0.90
= 1- c = 1- 0.90 = 0.10
/2 = 0.10 2 = 0.05
Also, d.f = n - 1 = 6
= = 0.05,6 = 1.943
( use t table or t calculator to find this value..)
The margin of error is given by
E = /2,d.f. * ( / n)
= 1.943 * ( 0.38671387 / 7 )
= 0.2840
Now , confidence interval for mean() is given by:
( - E ) < < ( + E)
(0.7414 - 0.2840) < < (0.7414 + 0.2840)
0.4574 < < 1.0254
Required interval is (0.4574 , 1.0254)
Now , it is given that "a food safety guideline is that the mercury in fish should be below 1 part per million (ppm)""
The value ' 1 ' lie in the interval . Upper limit of the interval is greater than 1 . So we can say that there could be too much mercury in tuna sushi"