In: Statistics and Probability
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.
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.