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  • 标题:The Hedonic Imputation Method and the Price Index Problem: The Case of House Price Indexes,
  • 本地全文:下载
  • 作者:Robert J. Hill ; Daniel Melser
  • 期刊名称:Discussion Papers / School of Business, University of New South Wales
  • 出版年度:2007
  • 卷号:2007
  • 出版社:Sydney
  • 摘要:The hedonic imputation method can be used to construct price indexes over incompletely matched varieties of products. We show how use of the hedonic imputation method complicates the price index problem. In addition to choosing between different formulas such as Fisher and T¨ornqvist, it is necessary to choose between different varieties of each formula. This is because index compilers have a certain amount of discretion over which prices are imputed. The choice of price index formula is also affected by the functional form of the hedonic model. We show how some hedonic price indexes have a dual representation in product and characteristics space. The importance of these issues is illustrated in a housing context. We construct house price indexes for three regions in Sydney over a three year period and explore the sensitivity of the results to the way the hedonic imputation method is implemented.
  • 关键词:Hedonic regression; Price imputation; Quality adjustment; Omitted variables; Housing; Price index.
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