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Modeling hotel room price with geographically weighted regression

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成果类型:
期刊论文
作者:
Zhang, Honglei;Zhang, Jie*;Lu, Shaojing;Cheng, Shaowen;Zhang, Jinhe
通讯作者:
Zhang, Jie
作者机构:
[Lu, Shaojing; Zhang, Honglei; Zhang, Jie; Zhang, Jinhe] Nanjing Univ, Sch Geog & Oceanog Sci, Nanjing 210093, Jiangsu, Peoples R China.
[Cheng, Shaowen] Huazhong Normal Univ, Sch Urban & Environm Sci, Wuhan, Peoples R China.
通讯机构:
[Zhang, Jie] N
Nanjing Univ, Sch Geog & Oceanog Sci, Nanjing 210093, Jiangsu, Peoples R China.
语种:
英文
关键词:
Hotel room price;Hedonic price model;Spatial autocorrelation;Geographically weighted regression;Beijing
期刊:
International Journal of Hospitality Management
ISSN:
0278-4319
年:
2011
卷:
30
期:
4
页码:
1036-1043
基金类别:
This research was financially supported by National Natural Science Foundation of China (No. 40871072, No. 40371030)
机构署名:
本校为其他机构
院系归属:
城市与环境科学学院
摘要:
Insufficient attention has been given to hotel-room-price attributions and its mechanism in the lodging research field till now. This article examines how site and situation factors differently affect lodging industry and room prices. Comparative analysis of four hedonic price models has been conducted to investigate how these attributions influence room price of Beijing's hotels above star three. Spatial autocorrelation in hotel prices and in hedonic room price equation residuals were analyzed in this research too. Some conclusions can be foun...

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