Page 28 - Regression Guideline for AMC

Normal distribu6on of data
The table below shows the values of the property characteris6cs for the models that included and excluded the outlying proper6es. No6ce how the values of the predictors have changed and several have become non-­‐significant,
Characteris:c
Outliers
Included
Excluded
Bank Owned (yes/no)
-­‐44,529.60
-­‐69,336.34
Number of bedrooms
-­‐32,781.27
NS
Number of stories
-­‐40,025.42
-­‐16,877.20
Year of construc6on
1,553.22
1,926.87
Number of bathrooms
46,820.83
NS
Square footage
153.08
120.33
Pool (yes/no)
48,435.91
38,635.10
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