Question

In: Statistics and Probability

This question is an extension from Q2 above. The professor was also interested in whether there is a gender difference in terms of students’ choice of one of the three assessment types.

Chi-Square Test for Independence (11 points)

      This question is an extension from Q2 above. The professor was also interested in whether there is a gender difference in terms of students’ choice of one of the three assessment types. So she broke the data down by gender in the following table and conducted a Chi-square test for independence with a = .05.


TA

Female

Male

Total

Multiple-choice test

22

16

38

Essay

7

6

13

In-class presentation

2

7

9


  1. What are the variables in this analysis? What type of variable is each (nominal, ordinal, or continuous)? (2 points total: 1 for each variable- .5 for variable name, .5 for variable type)

  2. State the null and alternative hypotheses in words (2 points total: 1 for each hypothesis)

  3. Calculate X2 statistic (3 points total: 1 for final answer, 1 for setting up correct table, 1 for calculation- deduct .5 for each calculation error)

  4. Calculate the degrees of freedom and then identify the critical value

  5. Compare the X2 statistic with the critical value, then report the hypothesis test result, using “reject” or “fail to reject” the null hypothesis in the answer

  6. Explain the conclusion in a sentence or two (1 point

Solutions

Expert Solution

Female Male Total
Multiple-choice test 22 16 38
Essay 7 6 13
In-class presentation 2 7 9
Total 31 29 60


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