Statistical modeling of the transition time of an occupation of rental rooms by using the housing information website data

DOI

Bibliographic Information

Other Title
  • Web不動産データを用いた空物件が入居されるまでの期間に関するデータ特性を考慮した統計モデリング

Description

<p>The apartment loan is a loan for rentals such as for condos, apartments. This loan is a very large loan which is the account for a percentage of more than 10 percents of the whole banks' loan. However, a risk model of the apartment loan with the appropriate accuracy has not been provided in Japan mainly due to the lack of data. Thus, in order to develop the risk model, we analyzed the duration in which a vacant room become occupied by a tenant by using the housing information website data, as a first step. As a result, it was found that (i) This duration can be explained by the geometric distribution, and (ii) The mixture geometric regression model considering nonlinear effects can describe the data properties. In addition, coefficients of this model roughly consistent with the empirical common senses.</p>

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Keywords

Details 詳細情報について

  • CRID
    1390564238096788096
  • NII Article ID
    130007658217
  • DOI
    10.11517/pjsai.jsai2019.0_1d3os10b03
  • ISSN
    27587347
  • Text Lang
    ja
  • Data Source
    • JaLC
    • CiNii Articles
  • Abstract License Flag
    Disallowed

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