Resampling Techniques for Real Estate Appraisals: Testing the Bootstrap Approach

被引:8
|
作者
Del Giudice, Vincenzo [1 ]
Salvo, Francesca [2 ]
De Paola, Pierfrancesco [1 ]
机构
[1] Univ Naples Federico II, Dept Ind Engn, Piazzale Vincenzo Tecchio 80, I-80125 Naples, Italy
[2] Univ Calabria, Dept Engn Environm & Terr & Chem Engn, Via Pietro Bucci Cubo 46b, I-87036 Arcavacata Di Rende, Italy
关键词
resampling methods; Bootstrap technique; Multiple Regression Analysis; Real Estate Appraisals; marginal prices; JACKKNIFE; CONFIDENCE; VARIANCE;
D O I
10.3390/su10093085
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Applied to real estate markets analysis, the resampling methods aim to contribute to the knowledge growth of real estate market dynamics, overcoming the issues related to the data scarcity and operational limits of traditional statistical theory. Among resampling methods, the Bootstrap technique appears to be the most suitable for the interpretation of real estate phenomena. In this study, for residential properties located in Cosenza (Calabria Region, Italy), a Bootstrap approach has been used in order to determine the marginal prices of the real estate characteristics detected, comparing the results with those obtainable with a traditional Multiple Regression Analysis.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] An integrated cost-based approach for real estate appraisals
    Jingjuan Guo
    Shoubo Xu
    Zhuming Bi
    [J]. Information Technology and Management, 2014, 15 : 131 - 139
  • [2] An integrated cost-based approach for real estate appraisals
    Guo, Jingjuan
    Xu, Shoubo
    Bi, Zhuming
    [J]. INFORMATION TECHNOLOGY & MANAGEMENT, 2014, 15 (02): : 131 - 139
  • [3] LAW ON REAL-ESTATE APPRAISALS
    ARMSTRONG, FH
    WILLHITE, RG
    [J]. JOURNAL OF FORESTRY, 1989, 87 (12) : 8 - 8
  • [4] Spatial Determinants of Real Estate Appraisals in The Netherlands: A Machine Learning Approach
    Guliker, Evert
    Folmer, Erwin
    van Sinderen, Marten
    [J]. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2022, 11 (02)
  • [5] An alternative approach for the resampling in the bootstrap filter
    Jacob, Alexsandro M.
    Yoneyama, Takashi
    [J]. 2005 IEEE/SP 13th Workshop on Statistical Signal Processing (SSP), Vols 1 and 2, 2005, : 1196 - 1200
  • [6] Boosting the Accuracy of Commercial Real Estate Appraisals: An Interpretable Machine Learning Approach
    Deppner, Juergen
    von Ahlefeldt-Dehn, Benedict
    Beracha, Eli
    Schaefers, Wolfgang
    [J]. JOURNAL OF REAL ESTATE FINANCE AND ECONOMICS, 2023,
  • [7] On line and on site real estate appraisals in Italy
    Simonotti, Marco
    [J]. EVOLUZIONE DEI VALORI FONDIARI E POLITICHE AGRICOLE, 2013, : 179 - 184
  • [8] Economic scenarios for the real estate market: Incorporating uncertainty and risk in real estate appraisals
    Lausberg, Carsten
    [J]. AESTIMUM, 2012, : 427 - 442
  • [9] LENDER LIABILITY FOR NEGLIGENT REAL-ESTATE APPRAISALS
    MALLOY, RP
    [J]. UNIVERSITY OF ILLINOIS LAW REVIEW, 1984, (01): : 53 - 97
  • [10] Fuzzy system model to assist with real estate appraisals
    Krol, Dariusz
    Lasota, Tadeusz
    Nalepa, Wojciech
    Trawinski, Bogdan
    [J]. NEW TRENDS IN APPLIED ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2007, 4570 : 260 - +