Assuming that owners are fully compensated for the costs and benefits through the prices they pay for properties, we investigate the effects conservation areas have on value in England in a spatial hedonic analysis of property prices. Controlling for a particularly rich set of property and...

In some applications of supervised machine learning, it is desirable to trade model complexity with greater interpretability for some covariates while letting other covariates remain a "black box". An important example is hedonic property valuation modeling, where machine learning techniques...