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基于主成分分析的住宅项目特征定价模型

Housing Project Hedonic Price Model Based on Principal Components Analysis

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【作者】 陈安明

【Author】 CHEN An-ming(College of Construction Management and Real Estate,Chongqing University,Chongqing 400030,China)

【机构】 重庆大学建设管理与房地产学院 重庆400030

【摘要】 讨论了房地产特征价格模型在确定新建住宅项目单位销售均价中的应用,针对应用中出现的样本少、部分特征因素间存在相关性的问题,将主成分分析运用于房地产特征价格模型,建立了基于特征因素主成分分析的住宅项目特征定价模型.通过案例,分析了特征隐含价格的经济意义与作用,利用所建模型较准确地确定新建住宅项目的单位销售均价.

【Abstract】 Real estate hedonic price model is applied to determine the average sale unit price of newly built housing project.In order to solve the problems of the lack of sample and the high correlation of some of the housing characteristic factors with each other in this application,a housing project hedonic pricing model based on principal components analysis of housing characteristic factors has been established.Through a case,the author has analyzed the economical significance of the implicit prices.With the model,the average sale unit price of a newly built housing project can be determined by rule and line.

  • 【文献出处】 重庆大学学报(自然科学版) ,Journal of Chongqing University(Natural Science Edition) , 编辑部邮箱 ,2006年06期
  • 【分类号】F224
  • 【被引频次】95
  • 【下载频次】1348
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