Consider the following data on 20 chemical reactions, with Y = chromatographic retention time (seconds) and X
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Consider the following data on 20 chemical reactions, with Y = chromatographic retention time (seconds) and X = molecular weight (gm/mole).
Retention Time and Molecular Weight (n = 20) | ||
Name | Retention Time | Molecular Weight |
alpha-pinene | 234.50 | 136.24 |
cyclopentene | 95.27 | 68.12 |
p-diethylbenzene | 284.00 | 134.22 |
decane | 250.60 | 142.29 |
toluene | 174.00 | 92.14 |
benzene | 135.70 | 78.11 |
2-methylpentane | 97.24 | 86.18 |
2,3 dimethylbutane | 100.70 | 86.18 |
1,7-octadiene | 172.20 | 110.20 |
1,2,4-trimethylbenzene | 262.70 | 120.19 |
2,3,4-trimethylpentane | 160.98 | 114.23 |
ethylcyclohexane | 195.07 | 112.22 |
limonene | 271.50 | 136.24 |
methylcyclohexane | 153.57 | 98.19 |
m-diethylbenzene | 281.50 | 134.22 |
2,3-dimethylpentane | 131.83 | 100.20 |
2,2-dimethylbutane | 89.34 | 86.18 |
pentane | 78.00 | 72.15 |
isooctane | 136.90 | 114.23 |
hexane | 106.00 | 86.18 |
(a) Write the fitted regression equation
(b) Calculate R^2.
(c) Choose the right option.
i. The regression line does show a strong positive linear relationship between molecular weight and retention time, indicating that the greater the molecular weight the greater is the retention time.
ii. The regression line shows a strong negative relationship between the two variables, indicating the greater the molecular weight the lesser is the retention time.
Related Book For
Applied Statistics in Business and Economics
ISBN: 978-0073521480
4th edition
Authors: David Doane, Lori Seward
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