Clustering with implicit constraints: A novel approach to housing market segmentation

2021 ◽  
Author(s):  
Xiaoqi Zhang ◽  
Yanqiao Zheng ◽  
Xinyue Ye ◽  
Qiong Peng ◽  
Wenbo Wang ◽  
...  
Keyword(s):  
Housing Market ◽  
Market Segmentation ◽  
Novel Approach

scholarly journals A Priori Spatial Segmentation of Commercial Property Market using Hedonic Price Modelling

2021 ◽  
Vol 29 (2) ◽  
pp. 16-28
Author(s):  
Hamza Usman ◽  
Mohd Lizam ◽  
Burhaida Burhan
Keyword(s):  
Housing Market ◽  
Market Segmentation ◽  
A Priori ◽  
Model Fit ◽  
Hedonic Model ◽  
Hedonic Price ◽  
Property Market ◽  
Commercial Property ◽  
Spatial Segmentation ◽  
Property Price

Abstract The improvement of property price modelling accuracy using property market segmentation approaches is well documented in the housing market. However, that cannot be said of the commercial property market which is adjudged to be volatile, heterogeneous and thinly traded. This study, therefore, determines if the commercial property market in Malaysia is spatially segmented into submarkets and whether accounting for the submarkets improves the accuracy of price modelling. Using a 11,460 shop-offices transaction dataset, the commercial property submarkets are delineated by using submarket binary dummies in the market-wide model and estimating a separate hedonic model for each submarket. The former method improves the model fit and reduces error by 5.6% and 6.5% respectively. The commercial property submarkets are better delineated by estimating a separate hedonic model for each submarket as it improves the model fit by about 7% and reduces models’ error by more than 10%. This study concludes that the Malaysian commercial property market is spatially segmented into submarkets. Modelling the submarkets improves the accuracy and correctness of price modelling.

Spatial Autocorrelations and Urban Housing Market Segmentation

2007 ◽  
Vol 34 (3) ◽  
pp. 385-406 ◽  
Author(s):  
Yong Tu ◽  
Hua Sun ◽  
Shi-Ming Yu
Keyword(s):  
Housing Market ◽  
Market Segmentation ◽  
Urban Housing

Using preferences for international retiree housing market segmentation

2010 ◽  
Vol 27 (3) ◽  
pp. 221-237 ◽  
Author(s):  
K.M. Gibler ◽  
P. Taltavull
Keyword(s):  
Housing Market ◽  
Market Segmentation

Housing Market Segmentation

1998 ◽  
Vol 7 (2) ◽  
pp. 121-143 ◽  
Author(s):  
Allen C. Goodman ◽  
Thomas G. Thibodeau
Keyword(s):  
Housing Market ◽  
Market Segmentation

Rental housing market segmentation in Germany according to ownership

2011 ◽  
Vol 28 (2) ◽  
pp. 133-149 ◽  
Author(s):  
Oliver Bischoff ◽  
Wolfgang Maennig
Keyword(s):  
Housing Market ◽  
Market Segmentation ◽  
Rental Housing ◽  
Rental Housing Market

On the use of policy to reduce housing market segmentation

2004 ◽  
Vol 34 (6) ◽  
pp. 727-751 ◽  
Author(s):  
Geoffrey Meen ◽  
Mark Andrew
Keyword(s):  
Housing Market ◽  
Market Segmentation
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