In: Statistics and Probability
A nutritionist claims that the mean tuna consumption by a person is 3.9 pounds per year. A sample of 70 people shows that the mean tuna consumption by a person is 3.7 pounds per year. Assume the population standard deviation is 1.02 pounds. At alphaαequals=0.07 can you reject the claim?
Given :
Claim : The mean tuna consumption by a person is 3.9 pounds per year .
Null and alternative hypothesis :
(claim)
As the population standard deviation is known we use z-test .
Test statistic :
Using excel function , =NORMSDIST(z)
=NORMSDIST(-1.64)
=0.0505
As the alternative hypothesis is of note equal to ( ≠ ) type this is two tailed test .
So p-value = 2 * 0.0505 = 0.1010
p-value = 0.1010
Decision rule :
If p-value is less than the significance level () , then we reject the null hypothesis (Ho).
Since p-value 0.1010 is greater than the significance level alpha=0.07 , we fail to reject the null hypothesis (Ho).
Therefore we fail to reject the claim .