EconPapers    
Economics at your fingertips  
 

Spatial Dependence in the Residential Canadian Housing Market

Yuan Zhang (), Yiguo Sun () and Thanasis Stengos ()
Additional contact information
Yuan Zhang: University of Guelph
Yiguo Sun: University of Guelph

The Journal of Real Estate Finance and Economics, 2019, vol. 58, issue 2, 223-263

Abstract: Abstract This paper studies the spatial dependence of residential resale housing returns in ten major Canadian Census Metropolitan areas (or CMAs) from 1992Q4 to 2012Q4 and makes the following methodological contributions. Firstly, in the context of a spatial dynamic panel data model we use grid search to derive the appropriate spatial weight matrix W among different possible specifications. We select the compound W with the minimum root mean squared error formed from geographical distances and the ten CMAs’ gross domestic product. Secondly, contrary to common practice in the literature, we decompose the impacts of explanatory variables into direct and indirect impacts and proceed to derive and plot the impulse response functions of housing returns to external shocks. The empirical results suggest that Canadian residential housing markets exhibit statistically significant spatial dependence and spatial autocorrelation and that both geographical distances and economic closeness are the dominant channels of spatial interaction. Furthermore, the special feature of the Canadian housing market is that the responses to the shocks do not spread widely across regions and that they fade fast over time.

Keywords: Canadian residential resale housing returns; Impulse response functions; Spatial dependence; Spatial dynamic panel data models; Spatial weight matrix (search for similar items in EconPapers)
Date: 2019
References: View references in EconPapers View complete reference list from CitEc
Citations: Track citations by RSS feed

Downloads: (external link)
http://link.springer.com/10.1007/s11146-017-9623-2 Abstract (text/html)
Access to full text is restricted to subscribers.

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:kap:jrefec:v:58:y:2019:i:2:d:10.1007_s11146-017-9623-2

Ordering information: This journal article can be ordered from
http://www.springer. ... ce/journal/11146/PS2

Access Statistics for this article

The Journal of Real Estate Finance and Economics is currently edited by Steven R. Grenadier, James B. Kau and C.F. Sirmans

More articles in The Journal of Real Estate Finance and Economics from Springer
Bibliographic data for series maintained by Sonal Shukla ().

 
Page updated 2019-10-13
Handle: RePEc:kap:jrefec:v:58:y:2019:i:2:d:10.1007_s11146-017-9623-2