In: Statistics and Probability
Krusskal – Wallis Test Forty-minute workouts of one if the following activities three days a week will lead to a loss weight. The following sample data show the number of calories burned during 40-minute workouts for three different activities.
Swimming |
Tennis |
Cycling |
408 |
415 |
385 |
380 |
485 |
250 |
425 |
450 |
295 |
400 |
420 |
402 |
427 |
530 |
268 |
a. At the 0.05 level of significance, is there evidence of a significant difference in the median amount of calories burned among the different activities?
b. What is your conclusion?
(a)
Ho: There is no significant difference between the median amount of calories
Ha: There is a significant difference between the median amount of calories
Calories |
Group |
Rank |
250 |
Cycling |
1 |
268 |
Cycling |
2 |
295 |
Cycling |
3 |
380 |
Swimming |
4 |
385 |
Cycling |
5 |
400 |
Swimming |
6 |
402 |
Cycling |
7 |
408 |
Swimming |
8 |
415 |
Tennis |
9 |
420 |
Tennis |
10 |
425 |
Swimming |
11 |
427 |
Swimming |
12 |
450 |
Tennis |
13 |
485 |
Tennis |
14 |
530 |
Tennis |
15 |
Sum of ranks: |
|
Swimming |
41 |
Tennis |
61 |
Cycling |
18 |
H = [12/{15(15 + 1)] [(41^2)/5 + (61^2)/5 + (18^2)/5] – 3(15 + 1) = 9.26
Critical χ2 value (Df = 2) = 5.9915
Since 9.26 > 5.9915, we reject Ho
(b)
There is a significant difference between the median amount of calories
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