In: Statistics and Probability
A large food processing company wants to pack exactly 300 grams of tune fish in a can. It is known fro past experience that the weights of the cans have a standard deviation of 5 grams. A sample size of 19 was taken. the sample mean was calculated to be 301?
Solution:
Given: A large food processing company wants to pack exactly 300 grams of tune fish in a can.
that is we have to test if mean
Population standard deviation =
Sample size= n= 19
Sample mean =
Step 1) State H0 and H1:
Since hypothesis statement is non-directional, this is two tailed test.
Vs
Step 2) Test statistic:
.
Step 3) critical values:
Since level of significance is not given , we use level of significance =
Since this is two tailed, we find : Area =
Look in z table for area = 0.0250 or its closest area and find z value
Area 0.0250 corresponds to -1.9 and 0.06
thus z critical value = -1.96
Since this is two tailed test, we have two z critical values: ( -1.96 , 1.96)
Step 4) Decision Rule:
Reject null hypothesis ,if z test statistic value < z
critical value=-1.96 or z test statistic value > z
critical value=1.96, otherwise we fail to reject H0.
Since z test statistic value = 0.87 < z critical value=1.96, we fail to reject H0.
Step 5) Conclusion:
At 0.05 level of significance, we have sufficient evidence to conclude that: A large food processing company packs exactly 300 grams of tune fish in a can.