In: Statistics and Probability
An extensive study conducted in 1980 concluded that the mean mercury level in oysters from the White Bear estuary was .021 ppm with a standard deviation of .031. in 2012 a sample of 41 oysters from the same estuary exhibited a mean mercury concentration of .007 ppm. Can you conclude that the 2012 mercury concentration is lower than in 1980? Use a=.01 level of significance. Use P-Value test.
Hypothesis with claim
TV
PV
Decision and explanation
Summary
Ho : µ = 0.021
Ha : µ < 0.021 (claim) (Left tail
test)
Level of Significance , α =
0.01
population std dev , σ =
0.0310
Sample Size , n = 41
Sample Mean, x̅ = 0.0070
' ' '
Standard Error , SE = σ/√n = 0.0310 / √
41 = 0.0048
Z-test statistic= (x̅ - µ )/SE = ( 0.007
- 0.021 ) / 0.005
= -2.892
p-Value = 0.0019 [ Excel
formula =NORMSDIST(z) ]
Decision: p-value<α, Reject null hypothesis
Conclusion: There is enough evidence to conclude that the 2012
mercury concentration is lower than in 1980 at α=0.01