Question

In: Statistics and Probability

Brad Pitt conducts a study comparing average numbers of people who are eaten by zombies. Do...

  1. Brad Pitt conducts a study comparing average numbers of people who are eaten by zombies. Do zombies prefer healthy people, people with an autoimmune disease, or people with cancer? He (carefully) observes several roving bands of zombies and collects the following data:

Healthy

Autoimmune

Cancer

Number of People Eaten

59

22

25

48

23

30

61

19

29


Complete the ANOVA Table below (please use the back of this page for your manual calculations – SHOW YOUR WORK!!), and below the ANOVA Table, write your conclusion and interpretation of the results of your ANOVA test.

ANOVA Table:

Source of Variation

SS

df

MS

F statistic

Between Samples

Within

Samples

Total

(leave blank)

Critical F (Fc):

Conclusion & Interpretation:

Solutions

Expert Solution

From the data values,

Healthy Autoimmune Cancer
59 22 25
48 23 30
61 19 29

168

64

84

56

21.333

28

9506

1374

2366

SD

7

2.082

2.646

98

8.666667

14

n

3

3

3

Where, 'i' represent rows and 'j' represents column

The degree of freedom values are,

The sum of square values are,

Where,

The means squares are computed using the formula,

The F-statistic values is obtained using the formula,

The F-critical value

The F-critical value is obtained from F-distribution table for significance level = 0.05, numerator degree of freedom = 2 and denominator degree of freedom = 6

Conclusion,

Since,

The null hypothesis is rejected, hence we can conclude that there is a significant difference in mean number of people eaten by zombies.

The ANOVA table is shown below,

ANOVA
Source of Variation SS df MS F F crit
Between Groups 2030.222 2 1015.111 50.47514 5.143253
Within Groups 120.6667 6 20.11111
Total 2150.889 8

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