“…A number of housing market and wage/earning studies in the US include temperature variables, such as annual average temperature, January and July temperatures, heating and cooling degree days, and precipitation variables, such as annual or seasonal rainfall or snowfall (Hoch and Drake, 1974;Cropper and Arriaga-Salinas, 1980;Cropper, 1981;Roback, 1982;Cosgrove, 1990, 1991;Gyourko and Tracy, 1991). More recently, studies by Koirala and Bohara (2014), Albouy et al (2013), and Sinha and Cropper (2013) have used micro-level housing data similar to this study and analyzed the amenity effects of climate. Collectively, these studies provide evidence for a statistically significant role of climate in determining housing prices and wages, although studies differ in the magnitude, and sometimes direction of the effect.…”