题名

A Comparison between the Semi-parametric and Parametric CAMA Modeling of Court Auction Residential Housing Market in the Taipei Metropolitan Area

并列篇名

特徵價格法之參數與半參數電腦輔助大量估價(CAMA)模型之研究－台北地區法拍屋住宅市場之實證分析

DOI

10.6375/JHS.200712.0085

作者

林秋瑾(Vickey Chiu-Chin Lin)黃瓊瑩(Chiung-Ying Huang)

关键词

法拍屋 ； 半參數與參數模型 ； 電腦大量估價 ； 拍定價 ； the court auction residential house ； semi-parametric and parametric modeling ； computer assisted mass assessment CAMA ； bid price

期刊名称

住宅學報

卷期/出版年月

16卷2期（2007 / 12 / 01）

页次

85 - 105

内容语文

英文
中文摘要

因爲大部分法拍屋價格低於市場價格，導致法拍屋有高報酬率，因而吸引投資者進入法拍屋市場。然而，法拍屋與中古屋房價之差異爲何？本文使用台北市2001年至2003年之法拍屋及中古屋資料，分別建立參數與半參數電腦輔助大量估價(CAMA)估價模型，找出影響房價之重要因素，另運用地理資訊系統將空間變數加入模型中，找出影響房價之空間變數。實證結果顯示以參數模型預測法拍屋與中古屋房價之差距較大，而以半參數模型預測法拍屋與中古屋房價之差距較小。另於模型中加入空間變數結果顯示，以參數模型與半參數模型預測法拍屋與中古屋房價之差距亦較小，顯示半參數模型較參數模型佳，且於模型中加入空間變數能更準確預測房價。
英文摘要

Court auction real estate in the domestic residential housing market has high rate of return, due to the fact that the auction price is always much lower than the market price. However, what is the price difference between the search and auction markets? What are the factors that affect the final bid price of court auction residences? This study will use the comparison between semi-parametric and parametric modelling to find out the relationship between the attributes of court auction residences in the Taipei Metropolitan Area from 2001 to 2003. In addition, this study also adopts the GIS system to find out which spatial factors affect the level of the final bid price on court auction residences. The empirical results show that the parametric approach might bring bigger price gap between the search market and the auction market, but that the use of semi-parametric modelling for measurement and prediction might narrow the gap. Similar results are obtained by adding spatial factors, in which case both semi-parametric and parametric modelling might reduce the gap. Overall, the semi-parametric modelling with or without spatial factors is better than parametric modelling.
主题分类 社會科學 > 社會學
参考文献
  1. Anglin, P. M.,R. Gencay(1996).Semi-parametric Estimation of Hedonic Price Function.Journal of Applied Econometrics,11,633-648.
  2. Bin, O.(2004).A Prediction Comparison of Housing Sales Price by Parametric Versus Semi-parametric Regressions.Journal of Housing Economics,13,68-84.
  3. Clapp, J. M.(2004).A Semi-parametric Method for Valuing Residential Locations: Application to Automated Valuation.The Journal of Real Estate Finance and Economics,27(3),303-320.
  4. Clapp, J. M.(2004).A Semi-parametric Method for Estimating Local House Price Indices.Real Estate Economics,32(1),127-160.
  5. Clapp, J. M.,C. Giaccotto,D. Tiroglu(1991).Housing Price Indices: Based on All Transactions Compared to Repeat Subsamples.AREUEA Journal,19(3),270-285.
  6. Dotzour, M. G.,E. Moorhead,D. T. Winkler(1998).The Impact of Auctions on Residential Sales Prices in New Zealand.The Journal of Real Estate Research,16(1),57-71.
  7. Gencay, R.,X. Yang(1996).A Forecast Comparison of Residential Housing Prices by Parametric versus Semiparametric Conditional Mean Estimators.Economics Letters,52,129-135.
  8. Hastie T.,Tibshirani R.(1990).Genernalized Additive Models.New York:Chapman & Hall.
  9. Li, M. M.,H. J. Brown(1980).Micro Neighborhood Externalities and Hedonic Housing Prices.Land Economics,56(2),125-141.
  10. Lin, V. C. C.(1996).The Robust Study on Rental Housing Modeling-The Outlier Analysis.Journal of Housing Studies,4(1),51-72.
  11. Lin, V. C.C.,F.T. Tsai,C.O. Chang(1997).The Study of Price Factors on the Auction Hosing Market in Taipei City.Conference of Chinese Society of Housing Studies,Taipei, Taiwan, R.O.C.:
  12. Lusht, K. M.(1996).A Comparison of Prices Brought by English Auctions and Private Negotiations.Real Estate Economics,24(4),12-130.
  13. Marcus, A.(2001).Discount in Real Estate Auction Price: Evidence form South Florida.The Appraisal Journal,69,28-43.
  14. Mayer, C. J.(1998).Assessing the Performance of Real Estate Auction.Journal of Real Estate Economics,126,41-66.
  15. Opsomer, J.,D. Ruppert(1998).A Fully Automated Bandwidth Selection Method for Fitting Additive Models.Journal of the American Statistical Association,93,605-619.
  16. Pace, R. K.(1995).Parametric, Semi-parametric, and Nonparametric Estimation of Characteristic Values Within Mass Assessment and Hedonic Pricing Models.The Journal of Real Estate Finance and Economics,11,195-217.
  17. Pavlov, A. D.(2000).Space-Varying Regression Coefficients: A Semi-parametric Approach Applied to Real Estate Markets.Real Estate Economics,28(2),249-283.
  18. Quan, D. C.(2002).Market Mechanism Choice and Real Estate Disposition: Search versus Auction.Real Estate Economics,30(3),65-384.
  19. Ridker, R. G.,J. A. Henning(1967).The Determinant of Residential Property Value with Special Reference to Air Pollution.Review of Economics and Statistics,49,147-157.
  20. Stull, W. J.(1975).Community Environment Zoning and the Market Value of Single-Family Homes.Journal of Law and Economics,18(2),535-557.
  21. Thibodeau, T. G.(1989).Housing Price Indexes from the 1974-1983 SMSA Annual Housing Surveys.AREUEA Journal,17(1),100-107.
  22. Thorsnes, P.,D. P. McMillen(1989).Land Value and Parcel Size: A Semi-parametric Analysis.The Journal of Real Estate Finance and Economics,17(3),233-244.
被引用次数
  1. Shie, Fu Shuen(2016).Bidding Behavior in the Foreclosure Sub-Market.住宅學報,25(2),53-80.
  2. 陳澤生、沈俊榮(2014)。應用地價變遷分析地價基準地空間分布－以臺南市安南區為例。管理資訊計算，3(S)，206-218。
  3. 江穎慧(2009)。不動產自動估價與估價師個別估價之比較—以比較法之案例選取、權重調整與估值三階段差異分析。住宅學報，18(1)，39-62。
  4. 林秋瑾、沈育生(2012)。不同人工神經網路架構在不動產大量估價之應用與比較。臺灣土地研究，15(1)，1-29。
  5. 馬毓駿,林祖嘉(2012)。貝氏多層次模型在台灣不動產市場估價之應用─以台北市住宅建物為例。住宅學報，21(1)，1-18。
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