TY - JOUR
T1 - Identifying booms and busts in house prices under heterogeneous expectations
AU - Bolt, Wilko
AU - Demertzis, Maria
AU - Diks, Cees
AU - Hommes, Cars
AU - Leij, Marco van der
PY - 2019/6
Y1 - 2019/6
N2 - We introduce heterogeneous expectations in a standard housing market model linking housing rental levels to fundamental buying prices. Using quarterly data we estimate the model parameters for eight different countries. We find that the data support heterogeneity in expectations, with temporary endogenous switching between fundamental mean-reverting and trend-following beliefs based on their relative performance. For all countries we identify temporary, long lasting house price bubbles amplified by trend extrapolation and crashes reinforced by mean-reverting expectations. The average market sentiment may be used as an early warning signal of a (temporary)bubble regime. The qualitative predictions of such non-linear models are very different from standard linear benchmarks with important policy implications. The fundamental price becomes unstable when the interest rate is set too low or mortgage tax deductions are too high, giving rise to multiple non-fundamental equilibria and/or global instability.
AB - We introduce heterogeneous expectations in a standard housing market model linking housing rental levels to fundamental buying prices. Using quarterly data we estimate the model parameters for eight different countries. We find that the data support heterogeneity in expectations, with temporary endogenous switching between fundamental mean-reverting and trend-following beliefs based on their relative performance. For all countries we identify temporary, long lasting house price bubbles amplified by trend extrapolation and crashes reinforced by mean-reverting expectations. The average market sentiment may be used as an early warning signal of a (temporary)bubble regime. The qualitative predictions of such non-linear models are very different from standard linear benchmarks with important policy implications. The fundamental price becomes unstable when the interest rate is set too low or mortgage tax deductions are too high, giving rise to multiple non-fundamental equilibria and/or global instability.
KW - Bounded rationality
KW - Bubbles
KW - Early warning signal
KW - Heterogeneous agents model (HAM)
KW - House prices
KW - Stabilizing policies
UR - http://www.scopus.com/inward/record.url?scp=85065594121&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85065594121&partnerID=8YFLogxK
U2 - 10.1016/j.jedc.2019.04.003
DO - 10.1016/j.jedc.2019.04.003
M3 - Article
AN - SCOPUS:85065594121
SN - 0165-1889
VL - 103
SP - 234
EP - 259
JO - Journal of Economic Dynamics and Control
JF - Journal of Economic Dynamics and Control
ER -