We study the impact of Zillow’s Zestimate on housing market outcomes and how the impact differs across socio-economic segments. Zestimate is produced by a Machine Learning algorithm using large amounts of data and aims to predict a home’s market value at any time. Zestimate can potentially...

This paper identifies which investments in school facilities help students and are valued by homeowners. Using novel data on school district bonds, test scores, and house prices for 29 U.S. states and a research design that exploits close elections with staggered timing, we show that increased...

Most empirical studies found that monetary policy has a significant effect on house prices while stock markets remain unaffected by interest rate shocks. In this paper we conduct a more detailed analysis by studying various sub-segments of the real estate market. Employing a new dataset for...

Most empirical studies found that monetary policy has a significant effect on house prices while stock markets remain unaffected by interest rate shocks. In this paper we conduct a more detailed analysis by studying various sub-segments of the real estate market. Em-ploying a new dataset for...

For many analysts, the Chinese economy is spurred by a bubble in the housing market, probably driven by the fiscal stimulus package and massive credit expansion, with possible adverse effects to the real economy. For example, the stock of loans increased by more than 50 percent since the end of...

In this paper we provide an alternative explanation for the price puzzle (Sims 1992) based on the effect of monetary policy on housing tenure choice and the weight of the shelter component in overall CPI. In the presence of nominal or financial frictions, when interest rates increase, the real...

For many analysts, the Chinese economy is spurred by a bubble in the housing market, probably driven by the fiscal stimulus package and massive credit expansion, with possible adverse effects to the real economy. To get insights into the size of the bubble, the house price evolution is...

For many analysts, the Chinese economy is spurred by a bubble in the housing market, probably driven by the fiscal stimulus package and massive credit expansion, with pos-sible adverse effects to the real economy. To get insights into the size of the bubble, the house price evolution is...

This study uses the opening of the new Circle Line (CCL) in Singapore as a natural experiment to test the effects of urban rail transit networks on non-landed private housing values. We use a network distance measure and a local-polynomial-regression approach to identify the CCL impact zone that...

Results of recent research suggest an increase in co-movement in house prices across countries since the mid-1980s, and this apparent increased synchronization has been attributed to greater globalization in the form of rising trade and financial flows. A similar line of research has indicated...