onduct a global test on the set of independent variables. Interpret   Regression Statistics               Multiple R 0.87027387               R Square 0.75737661               Adjusted R Square 0.75615535               Standard Error 14.6932431               Observations 600                                 ANOVA                   df SS MS F Significance F       Regression 3 401662.063 133887.354 620.160683 8.708E-183       Residual 596 128671.271 215.891394           Total 599 530333.333                                 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Intercept -3.9995369 3.05935528 -1.3073137 0.19161031 -10.007965 2.00889078 -10.007965 2.00889078 Annual Income 0.0002132 3.1402E-05 6.78944156 2.7269E-11 0.00015153 0.00027487 0.00015153 0.00027487 Married 45.7808695 1.20203164 38.0862434 8.444E-162 43.4201368 48.1416023 43.4201368 48.1416023 Male 21.9175699 1.20122625 18.2459964 2.0045E-59 19.5584189 24.2767209 19.5584189 24.2767209

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Author:Amos Gilat
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Conduct a global test on the set of independent variables. Interpret  

Regression Statistics              
Multiple R 0.87027387              
R Square 0.75737661              
Adjusted R Square 0.75615535              
Standard Error 14.6932431              
Observations 600              
                 
ANOVA                
  df SS MS F Significance F      
Regression 3 401662.063 133887.354 620.160683 8.708E-183      
Residual 596 128671.271 215.891394          
Total 599 530333.333            
                 
  Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept -3.9995369 3.05935528 -1.3073137 0.19161031 -10.007965 2.00889078 -10.007965 2.00889078
Annual Income 0.0002132 3.1402E-05 6.78944156 2.7269E-11 0.00015153 0.00027487 0.00015153 0.00027487
Married 45.7808695 1.20203164 38.0862434 8.444E-162 43.4201368 48.1416023 43.4201368 48.1416023
Male 21.9175699 1.20122625 18.2459964 2.0045E-59 19.5584189 24.2767209 19.5584189 24.2767209
Expert Solution
Step 1

Solution:

n= 600 observation

k= 3 independent variables

Mean sum of square of regression=MSR= 133887.354

Mean sum of square of error =MSE = 215.891394

 

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