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Persistent link: https://www.econbiz.de/10010867009
interest about forecasting such imminent threats for economic stability. In this paper we propose a novel hybrid forecasting … Vector Regression (SVR) methodology that originates from machine learning. We test the forecasting ability of the proposed …-of-sample forecasting. Finally, we argue that this new methodology can be used as an early warning system for forecasting sudden house …
Persistent link: https://www.econbiz.de/10010942822
an ex ante forecasting exercise. Our results highlight the importance of information content in large number of …
Persistent link: https://www.econbiz.de/10010603880
interest about forecasting such imminent threats for economic stability. In this paper we propose a novel hybrid forecasting … Vector Regression (SVR) methodology that originates from machine learning. We test the forecasting ability of the proposed …-of-sample forecasting. Finally, we argue that this new methodology can be used as an early warning system for forecasting sudden house …
Persistent link: https://www.econbiz.de/10010891125
In light of the strong increase of house prices in Switzerland, we analyze the effects of mortgage rate shocks, changes in the interplay between housing demand and supply and GDP growth on house prices for the time period 1981- 2014. We employ Bayesian time-varying coefficients vector...
Persistent link: https://www.econbiz.de/10011307786
In light of the strong increase of house prices in Switzerland in the 2000s and early 2010s, we analyze the effects of mortgage rate shocks, changes in housing demand & supply and business cycle conditions on house prices for the time period 1982–2013. We study intertemporal effects by...
Persistent link: https://www.econbiz.de/10011933351
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...
Persistent link: https://www.econbiz.de/10012875998
This paper investigates how different types of monetary policy have affected house prices in Finland, a small euro area economy that has experienced pronounced business cycles over time. The analyses are carried out using the Bayesian structural vector autoregressive approach. Monetary policy...
Persistent link: https://www.econbiz.de/10013470749
"Leaning against the wind" - a tighter monetary policy than necessary for stabilizing inflation around the inflation target and unemployment around a long-run sustainable rate - has been justified as a way of reducing household indebtedness. In a recent paper Lars Svensson claims that this...
Persistent link: https://www.econbiz.de/10010427086
In light of the strong increase of house prices in Switzerland, we analyze the effects of mortgage rate shocks, changes in the interplay between housing demand and supply and GDP growth on house prices for the time period 1981- 2014. We employ Bayesian time-varying coefficients vector...
Persistent link: https://www.econbiz.de/10010526684