Ahlfeldt, Gabriel M.; Heblich, Stephan; Seidel, Tobias - 2021
We develop a programming algorithm that predicts a balanced-panel mix-adjusted house price index for arbitrary spatial units from repeated cross-sections of geocoded micro data. The algorithm combines parametric and non-parametric estimation techniques to provide a tight local fit where the...