Question

In: Statistics and Probability

Krusskal – Wallis Test Forty-minute workouts of one if the following activities three days a week...

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?

Solutions

Expert Solution

(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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