In: Statistics and Probability
Bags of a certain brand of tortilla chips claim to have a net weight of 14 oz. Net weights actually vary slightly from bag to bag. Assume net weights are Normally distributed. A representative of a consumer advocate group wishes to see if there is any evidence that the mean net weight is less than advertised and so intends to test the hypotheses H0: μ = 14, Ha: μ < 14. To do this, he selects 16 bags of tortilla chips of this brand at random and determines the net weight of each. He finds a sample mean of 13.88 oz with a standard deviation of s = 0.24 oz.
What is the value of the test statistic?
Select one:
a. t=-8.55
b. t=-0.10
c. t=-0.75
d. t=-2.00
Bags of a certain brand of tortilla chips claim to have a net weight of 14 oz. Net weights actually vary slightly from bag to bag. Assume net weights are Normally distributed. A representative of a consumer advocate group wishes to see if there is any evidence that the mean net weight is less than advertised and so intends to test the hypotheses H0: μ = 14, Ha: μ < 14. To do this, he selects 16 bags of tortilla chips of this brand at random and determines the net weight of each. He finds a sample mean of 13.88 oz with a standard deviation of s = 0.24 oz.
Determine which of the following statements regarding the decision the representative would make is true:
Select one:
a. He would not reject H0 at a significance level of 0.05
b. He would reject H0 at a significance level of 0.05 but not at 0.025.
c. He would reject H0 at a significance level of 0.01.
d. He would reject H0 at a significance level of 0.025 but not at 0.01
Since , the population standard deviation is not known.
Therefore , use t-distribution.
Hypothesis: VS
The test statistic is ,
The critical value is ,
; The Excel function is , =TDIST(2,15,1)
Decision : If p-value < significance level= , then reject Ho , accept otherwise.
Here ,
a. For =0.05
Decision : p-value=0.032<=0.05
Therefore , reject Ho.
b. For =0.025
Decision ; p-value=0.032>=0.025
Therefore , fail to reject Ho
c. For =0.01
Decision ; p-value=0.032>=0.01
Therefore , fail to reject Ho
Correct option : (b) He would reject H0 at a significance level of 0.05 but not at 0.025.