Multiple linear regression results:
Dependent Variable: Sales
Independent Variable(s): Square footage, Shopping centers
Parameter estimates:
Variable |
Estimate |
Std. Err. |
Tstat |
P-value |
Intercept |
-2518.3635 |
434.98456 |
-5.789547 |
0.0004 |
Square footage |
126.8218 |
275.7585 |
0.45990166 |
0.6578 |
Shopping centers |
66.35999 |
43.134346 |
1.538449 |
0.1625 |
Analysis of variance table for multiple regression model:
Source |
DF |
SS |
MS |
F-stat |
P-value |
Model |
2 |
426218.4 |
213109.2 |
262.57153 |
<0.0001 |
Error |
8 |
6492.987 |
811.62335 |
|
|
Total |
10 |
432711.38 |
|
|
|
Summary of fit:
Root MSE: 28.489004
R-squared: 0.985
R-squared (adjusted): 0.9812