How do ML-models arrive at their predictions? Do they do what we hope they do — or are corners cut?
Posts by Category
Aesthetic Preferences for Residential Architecture: Finding Ground Truth with Machine Learning Approaches
This paper first collects binary classifications of house pictures from a large group of participants and then trains personalized ML classifiers for each pa...
New research accepted for publication at the Review of Financial Studies (RFS) suggests that returns to real estate are solid but not exceptional: No sign of...
New research accepted for publication at the Journal of Real Estate Finance and Economics: This paper couples a traditional hedonic model with architectural ...
My previous website went down in flames (or rather: is now hosted in a black cloud).
New working paper with John M. Clapp: An new valuation approach for urban land.