Exploring the Relationship Between Commute Times and Property Value

Abstract

This analysis seeks to determine a correlation between home property values and commuting times in the United States. Different methods of transportation are considered both independently and combined. Factors such as age of homeowner and number of bedrooms are used for control. The dataset is very large, so the models have high levels of confidence despite a loose fit. Both linear and quadratic models are tested to varying degrees of success.