Explanatory Variables
Property variables | Lot square footage, building square footage, garage square footage, total number of bathrooms, number of fireplaces, age, structure (1 story, 1 story unfinished attic, 1 story unfinished attic and basement, 1 story with finished basement, 1 story with finished attic, 1 story with finished attic and basement, 1K story, 1K story with finished basement, 2 story or 2 story with finished basement), base zoning (rural, low-density residential, medium density residential, high density residential, light commercial, heavy commercial, light industrial, or open space), distance to nearest commercial district, distance to nearest industrial district |
Location variables | Quadrant (north, northeast, northwest, southwest, southeast); quadrant * distance to central business district |
Property amenity variables | Percentage of tree canopy on the property |
Percentage of area within ¼ mile of properties with amenities | Percentage of area within ¼ mile of property with: tree canopy, wetlands, river, stream, and slope equal to or exceeding 25% |