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