In: Statistics and Probability
To 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 | 1.75 | 1.33 | 
| 2 | 1.96 | 0.95 | 
| 3 | 2.00 | 1.55 | 
| 4 | 1.05 | 0.93 | 
| 5 | 1.69 | 1.14 | 
| 6 | 0.93 | 1.77 | 
| 7 | 1.80 | 0.90 | 
| 8 | 1.70 | 1.27 | 
| 9 | 1.07 | 1.74 | 
| 10 | 1.89 | 1.34 | 
| 11 | 1.72 | 1.68 | 
| 12 | 1.73 | 1.45 | 
| 13 | 1.01 | 1.34 | 
| 14 | 1.19 | 1.87 | 
| 15 | 1.34 | 1.39 | 
| 16 | 1.47 | 1.08 | 
| 17 | 1.75 | 1.78 | 
| 18 | 1.61 | 1.69 | 
| 19 | 1.55 | 1.98 | 
| 20 | 1.96 | 1.20 | 
| t | = | 
| df | = | 
| P | = | 
Result:
To 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.)
| 
 t  | 
 = 1.18  | 
| 
 df  | 
 = 19  | 
| 
 P  | 
 = 0.254  | 
| 
 Paired t Test  | 
|
| 
 Data  | 
|
| 
 Hypothesized Mean Difference  | 
 0  | 
| 
 Level of significance  | 
 0.05  | 
| 
 Intermediate Calculations  | 
|
| 
 Sample Size  | 
 20  | 
| 
 DBar  | 
 0.1395  | 
| 
 Degrees of Freedom  | 
 19  | 
| 
 SD  | 
 0.5309  | 
| 
 Standard Error  | 
 0.1187  | 
| 
 t Test Statistic  | 
 1.1752  | 
| 
 Two-Tail Test  | 
|
| 
 Lower Critical Value  | 
 -2.0930  | 
| 
 Upper Critical Value  | 
 2.0930  | 
| 
 p-Value  | 
 0.2544  | 
| 
 Do not reject the null hypothesis  | 
|