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A Director of Human Resources is exploring employee absenteeism at the INCOVA Hospital. A multiple linear regression analysis was performed using the following variables. The
A Director of Human Resources is exploring employee absenteeism at the INCOVA Hospital. A multiple linear regression analysis was performed using the following variables. The results are presented below.
Variable | Description | |||
Y | number of days absent last fiscal year | |||
x1 | commuting distance (in miles) | |||
x2 | employee's age (in years) | |||
x3 | length of employment at PPP (in years) | |||
Coefficients | Standard Error | t Statistic | p-value | |
Intercept | 6.594146 | 3.273005 | 2.014707 | 0.047671 |
x1 | -0.18019 | 0.141949 | -1.26939 | 0.208391 |
x2 | 0.268156 | 0.260643 | 1.028828 | 0.307005 |
x3 | -2.31068 | 0.962056 | -2.40182 | 0.018896 |
R | 0.498191 | |||
R2 | 0.248194 | |||
Adj R2 | 0.192089 | |||
se | 3.553858 | |||
n | 73 |
What is the regression equation based on this analysis?
a. Y = 0.18 x1 + 0.27 x2 -0.51 x3
b. Y = 6.59 - 0.18 x1 + 0.27 x2
c. Y = 6.59 - 0.18 x1 + 0.27 x2 - 2.31x3 d. None of the above
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