Question

In: Statistics and Probability

The following table is a summary of randomly chosen student evaluations of faculty at a university over a three-year period.

QUESTION 14

  1. Questions 14 through 18 refer to the following:

    The following table is a summary of randomly chosen student evaluations of faculty at a university over a three-year period. The researcher is interested in whether the distribution of evaluations differs by faculty rank.

    Rank

    Evaluation

    Assistant Professor

    Associate Professor

    Professor

    Total

    Above Average

    42

    39

    36

    117

    Below Average

    38

    31

    54

    123

    Total

    80

    70

    90

    240

    If faculty rank and evaluation are independent, how many assistant professors would have been expected to receive above average evaluations?

1 points   

QUESTION 15

  1. What's the value of the test statistic?

1 points   

QUESTION 16

  1. What's the critical value if the significance level is .05?

1 points   

QUESTION 17

  1. What's the p-value (any value in your range if you used a table)?

1 points   

QUESTION 18

  1. Do the data provide significant evidence at the .05 level that faculty rank and evaluation are dependent?

    yes

    no

    socks

    light bulb

Solutions

Expert Solution

Ans:

Observed(fo)
Evaluation Assistant Professor Associate Professor Professor Total
Above Average 42 39 36 117
Below Average 38 31 54 123
Total 80 70 90 240
Expected(fe)
Evaluation Assistant Professor Associate Professor Professor Total
Above Average 39 34.125 43.875 117
Below Average 41 35.875 46.125 123
Total 80 70 90 240
Chi square=(fo-fe)^2/fe
Evaluation Assistant Professor Associate Professor Professor Total
Above Average 0.231 0.696 1.413 2.341
Below Average 0.220 0.662 1.345 2.226
Total 0.450 1.359 2.758 4.567

Expected count for Assistant professor above average=80*117/240=39

Test statistic:

Chi square=4.567

df=(2-1)*(3-1)=2

critical chi square=CHIINV(0.05,2)=5.99

p-value=CHIDIST(4.567,2)=0.1019

As,p-value>0.05,we fail to reject the null hypothesis.

There is not sufficient evidence to conclude that faculty rank and evaluation are dependent.

(No)


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