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Please refer to your regression output table. How would you interpret the constant (intercept)? A. On average, the constant will be about 2.20 units. B.
Please refer to your regression output table. How would you interpret the constant (intercept)?
A. On average, the constant will be about 2.20 units.
B. There is about a 2.20 unit difference between the constant and employees' view of the performance system's fairness.
C. On average, when all variables have a value of zero, employee's view of the performance system's fairness will be about 2.20 units.
D. The p-value of 2.20 is below the 5% significance level, meaning the constant is significant.
Regression Statistics Multiple R 0.186582386 R Square 0.034812987 Adjusted R Square 0.031952195 -J Standard Error 1.427514884 00 Observations 4400 10 ANOVA 11 of 55 MS F Significance F 12 Regression 13 322.373795 24.79798423 12.16900555 1.52551E-26 Residual 4386 8937.785296 2.037798745 14 Total 4399 9260.159091 15 16 Coefficients Standard Error t Stat P-value Lower 9596 Upper 95% Lower 95.0% Upper 95.095 17 Intercept 2.199582691 0.346491303 6.348161339 2.39987E-10 1.520284758 2.878880624 1.520284758 2.878880624 18 goal_clarity 0.153412887 0.019715766 7.781228765 8.89499E-15 0.114760029 0.192065745 0.114760029 0.192065745 19 black -0.15386469 0.109870502 -1.4004186 0.16145874 -0.36926636 0.061536974 -0.36926636 0.061536974 20 white -0.08992526 0.093419967 -0.96259145 0.335805654 -0.27307558 0.093225051 -0.27307558 0.093225051 21 asian 0.042307254 0.136316136 0.310361309 0.75630096 -0.22494121 0.30955572 -0.22494121 0.30955572 22 hispanic -0.26822024 0.083869119 -3.19808108 0.001393293 -0.43264607 -0.10379442 -0.43264607 -0.10379442 23 supervisor -0.41067632 0.04711906 -8.71571546 4.0338E-18 -0.50305347 -0.31829917 -0.50305347 -0.31829917 24 experience -0.01204165 0.031661166 -0.38032855 0.703719962 -0.07411352 0.050030229 -0.07411352 0.050030229 25 age40up+ 0.174164089 0.061475511 2.833064506 0.004631455 0.053641042 0.294687137 0.053641042 0.294687137 26 female -0.0480151 0.047428482 -1.0123685 0.311417735 -0.14099888 0.044968675 -0.14099888 0.044968675 27 military 0.000995777 0.0546842030 0.018209597 0.985472475 -0.10621288 0.108204431 -0.10621283 0.108204431 28 agency_defense -0.02579112 0.322114196 -0.08006826 0.936186618 -0.65729762 0.605715369 -0.65729762 0.605715369 29 agency_domestic 0.123621919 0.321759184 0.384206341 0.700844144 -0.50718857 0.754432408 -0.50718857 0.754432408 30 agency_humanserv 0.106358836 0.327472968 0.324786611 0.745358068 -0.53565356 0.748371228 -0.53565356 0.748371228Step by Step Solution
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