In this paper, a multiple transactions model with a panel data approach is used to estimate housing market indices. The multiple transactions model keeps the same features of the repeat transactions index model (i.e., tracking the price appreciation of same houses). However, the multiple...

This paper estimates a spatio-temporal model of house price changes in England, allowing for heterogeneity in spatial effects between districts and the separation of the spatial dimension from the impact of common factors. We model house price growth from January 1995 to August 2016 across 325...