We use a time-varying parameter dynamic factor model with stochastic volatility (DFM-TV-SV) estimated using Bayesian methods to disentangle the relative importance of the common component in FHFA house price movements from state-specific shocks, over the quarterly period of 1975Q2 to 2017Q4. We...

Multi-horizon non-causality testing (Dufour et al., 2006) and multi-horizon causality measurement (Dufour and Taamouti, 2010). We find in both that housing wealth has a more statistically significant, persistent, and widespread impacts than financial wealth on state/aggregate levels. We also...