“…For forecasters and analysts, housing investment is a significant and volatile component of aggregate demand (Nguyen, 2013) and an important driver of the business cycle (Huang et al, 2020;Leamer, 2015;Piazzesi & Schneider, 2016), including for the prediction of recessions (Aastveit et al, 2019;Kohlscheen et al, 2018). Changes to housing wealth have significant implications for private consumption spending (de Bondt et al, 2020(de Bondt et al, , 2021, and, as the Great Recession of 2008-09 has shown once again, housing booms usually develop into a recession, and when combined with a credit boom, they predict a harder landing (Cerutti et al, 2017). For monetary policymakers, the transmission of policy changes into lending rates and, via housing investment and house prices, into economic activity is as much of importance as the interaction between housing markets and the credit cycle for macroprudential policies (European Systemic Risk Board, 2022).…”