Question

In: Statistics and Probability

o investigate the fluid mechanics of swimming, twenty swimmers each swam a specified distance in a...

o investigate the fluid mechanics of swimming, twenty swimmers each swam a specified distance in a water-filled pool and in a pool where the water was thickened with food grade guar gum to create a syrup-like consistency. Velocity, in meters per second, was recorded and the results are given in a table below. The researchers concluded that swimming in guar syrup does not change swimming speed. (Use a statistical computer package to calculate the P-value. Use ?water ? ?guar syrup. Round your test statistic to two decimal places and the P-value to three decimal places.)

Swimmer Velocity (m/s) Water Guar Syrup 1 1.23 1.52 2 1.13 1.33 3 1.82 1.91 4 1.56 1.56 5 1.00 1.90 6 1.45 1.80 7 1.93 1.38 8 1.14 1.24 9 1.74 1.85 10 1.14 1.82 11 0.97 1.29 12 1.52 1.57 13 1.91 1.09 14 1.11 1.30 15 1.66 1.70 16 0.94 1.12 17 1.69 1.29 18 1.25 1.10 19 1.37 1.17 20 1.61 1.51

t = 0.09 Incorrect: Your answer is incorrect.

df = 19 Correct: Your answer is correct.

P = .500 Incorrect: Your answer is incorrect.

Solutions

Expert Solution

Null Hypothesis , the swimming speed does not change

Alternate Hypothesis , swimming speed change in guar syrup

Th calculation table is given below

Swimmer Water Guar d =water-guar d^2
1 1.23 1.52 -0.29 0.0841
2 1.13 1.33 -0.2 0.04
3 1.82 1.91 -0.09 0.0081
4 1.56 1.56 0 0
5 1 1.9 -0.9 0.81
6 1.45 1.8 -0.35 0.1225
7 1.93 1.38 0.55 0.3025
8 1.14 1.24 -0.1 0.01
9 1.74 1.85 -0.11 0.0121
10 1.14 1.82 -0.68 0.4624
11 0.97 1.29 -0.32 0.1024
12 1.52 1.57 -0.05 0.0025
13 1.91 1.09 0.82 0.6724
14 1.11 1.3 -0.19 0.0361
15 1.66 1.7 -0.04 0.0016
16 0.94 1.12 -0.18 0.0324
17 1.69 1.29 0.4 0.16
18 1.25 1.1 0.15 0.0225
19 1.37 1.17 0.2 0.04
20 1.61 1.51 0.1 0.01
Total -1.28 2.9316

Under H0, the test statistic is

Degrees of freedom = n-1= 19

The P-Value is 0.4689

Significance level =0.05

Since p value is greater than significance level, we fail to reject H0.

Conclusion : Hence we donot have enough evidence that swimming speed changes in syrup.


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