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Flags of caution for future downturns in the housing market prediction using the markov chain model.

机译:使用马尔可夫链模型预测房地产市场未来低迷时应谨慎行事。

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摘要

The recent downturn in the United States housing market yielded a period of time akin to that of the Great Depression. Since the 1930s, there has never been an economic downturn in this country as close as that of the Great Depression era. The Depression experienced similarities to the current economic crisis but more important, the Great Depression's comparable statistical data raise flags of caution for future downturns in the housing market. One of the major similarities is a housing boom, which in both periods preceded a downturn. Precipitous growth reached unsustainable levels; then, a big decline burst the real estate bubble. In this study the Markov Chain Model was used as a forecasting tool to evaluate the status of home mortgages and to demonstrate the capability to predict future housing economic crises. Statistical data from both eras were gathered and shown in a transition matrix.
机译:最近美国住房市场的低迷产生了一段类似于大萧条时期的时间。自1930年代以来,该国从未发生过像大萧条时期那样的经济衰退。大萧条经历了与当前经济危机的相似之处,但更重要的是,大萧条的可比统计数据为未来住房市场低迷提出了谨慎的信号。一个主要的相似之处是住房繁荣,在这两个时期都是经济衰退之前。急剧增长达到不可持续的水平;然后,大幅下跌打破了房地产泡沫。在这项研究中,马尔可夫链模型被用作预测工具,以评估房屋抵押贷款的状况,并证明预测未来住房经济危机的能力。收集了两个时代的统计数据并将其显示在过渡矩阵中。

著录项

  • 作者

    Owens, Susan Eustice.;

  • 作者单位

    Texas Woman's University.;

  • 授予单位 Texas Woman's University.;
  • 学科 Mathematics.;Business Administration Marketing.;Applied Mathematics.
  • 学位 M.S.
  • 年度 2013
  • 页码 81 p.
  • 总页数 81
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:41:56

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