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?
0.51
0.78
0.10
0.90
1.35
0.59
0.96
What is the confidence interval estimate of the population mean muμ?
ppmless than<muμless than<nothing ppm
(Round to three decimal places as needed.)
99% Confidence interval estimate for the mean amount of Hg in the population:
From the data: , = 0.7414, s = 0.3943, n = 7
Since population standard deviation is unknown, the tcritical (2 tail) for = 0.01, for df = n -1 = 6, is 3.7074
The Confidence Interval is given by ME, where
The Lower Limit = 0.7414 - 0.5525 = 0.1889
The Upper Limit = 0.7414 + 0.5525 = 1.294
The 99% Confidence interval (0.1889 < < 1.294)
Since the confidence interval contains the value less than 1 and values greater than 1, then the null hypothesis cannot be rejected. Therefore there is insufficient evidence that the mercury levels is more than 1 part per million.
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Calculation for the mean and standard deviation:
Mean = Sum of observation / Total Observations
Standard deviation = SQRT(Variance)
Variance = Sum Of Squares (SS) / n - 1, where SS = SUM(X - Mean)2.
# | X | Mean | (x - mean)2 |
1 | 0.51 | 0.7414 | 0.05354596 |
2 | 0.78 | 0.7414 | 0.00148996 |
3 | 0.1 | 0.7414 | 0.41139396 |
4 | 0.9 | 0.7414 | 0.02515396 |
5 | 1.35 | 0.7414 | 0.37039396 |
6 | 0.59 | 0.7414 | 0.02292196 |
7 | 0.96 | 0.7414 | 0.04778596 |
Total | 5.19 | 0.9326857 |
n | 7 |
Sum | 5.19 |
Average | 0.7414 |
SS(Sum of squares) | 0.93268572 |
Variance = SS/n-1 | 0.155 |
Std Dev=Sqrt(Variance) | 0.3943 |
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