In: Statistics and Probability
investigate whether it is effective. There are 333 subjects in the study. Is there sufficient evidence to determine if vaccination and disease status are related?
Step 3 of 8: Find the expected value for the number of subjects who are not vaccinated and are not diseased. Round your answer to one decimal place.
Step 4 of 8: Find the value of the test statistic. Round your answer to three decimal places
Step 5 of 8: Find the degrees of freedom associated with the test statistic for this problem
Step 6 of 8: Find the critical value of the test at the 0.1 level of significance. Round your answer to three decimal places.
Step 7 of 8: Make the decision to reject or fail to reject the null hypothesis at the 0.1 level of significance
Step 8 of 8: State the conclusion of the hypothesis test at the 0.1 level of significance.
Vaccination Status | Diseased | Not Diseased | Total |
---|---|---|---|
Vaccinated | 65 | 37 | 102 |
Not Vaccinated | 86 | 145 | 231 |
Total | 151 | 182 | 333 |
Diseased | Not Diseased | Total | ||
Vaccinated | Observed | 65 | 37 | 102 |
Expected | 46.25 | 55.75 | 102.00 | |
Not Vaccinated | Observed | 86 | 145 | 231 |
Expected | 104.75 | 126.25 | 231.00 | |
Total | Observed | 151 | 182 | 333 |
Expected | 151.00 | 182.00 | 333.00 | |
20.04 | chi-square | |||
1 | df | |||
0.000008 | p-value |
Step 3 of 8: Find the expected value for the number of subjects who are not vaccinated and are not diseased. Round your answer to one decimal place.
126.3
Step 4 of 8: Find the value of the test statistic. Round your answer to three decimal places
Test Statistic= 20.043
Step 5 of 8: Find the degrees of freedom associated with the test statistic for this problem
Degree of freedom= 1
Step 6 of 8: Find the critical value of the test at the 0.1 level of significance. Round your answer to three decimal places.
Critical Value=2.706
Step 7 of 8: Make the decision to reject or fail to reject the null hypothesis at the 0.1 level of significance
Reject the null hypothesis
Step 8 of 8: State the conclusion of the hypothesis test at the 0.1 level of significance.
There is significant evidence to conclude that the vaccination and disease are related.