Number of Observations
| Number of Observations Read | 300 |
|---|---|
| Number of Observations Used | 300 |
Results: Program 1
The GLM Procedure
The GLM Procedure
Data
The GLM Procedure
Dependent Variable: SalePrice Sale price in dollars
Analysis of Variance
SalePrice
Overall ANOVA
| Source | DF | Sum of Squares | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| Model | 2 | 203220618262 | 101610309131 | 137.17 | <.0001 |
| Error | 297 | 220002901249 | 740750509.26 | ||
| Corrected Total | 299 | 423223519511 |
Fit Statistics
| R-Square | Coeff Var | Root MSE | SalePrice Mean |
|---|---|---|---|
| 0.480173 | 19.79041 | 27216.73 | 137524.9 |
Type I Model ANOVA
| Source | DF | Type I SS | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| Basement_Area | 1 | 201241844480 | 201241844480 | 271.67 | <.0001 |
| Lot_Area | 1 | 1978773781.7 | 1978773781.7 | 2.67 | 0.1032 |
Type III Model ANOVA
| Source | DF | Type III SS | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| Basement_Area | 1 | 176055907089 | 176055907089 | 237.67 | <.0001 |
| Lot_Area | 1 | 1978773781.7 | 1978773781.7 | 2.67 | 0.1032 |
Solution
| Parameter | Estimate | Standard Error |
t Value | Pr > |t| |
|---|---|---|---|---|
| Intercept | 69015.61360 | 5129.521790 | 13.45 | <.0001 |
| Basement_Area | 70.08680 | 4.546183 | 15.42 | <.0001 |
| Lot_Area | 0.80430 | 0.492102 | 1.63 | 0.1032 |
Contour Fit Plot
