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Construction Business Cycle Analysis Using the Regime Switching Model

机译:使用制度转换模型的建设业务周期分析

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摘要

The construction industry is a key industry in many countries, usually making up to 5-10% of the overall gross domestic product (GDP). It is closely related to the financial and labor markets, depending on the characteristics of businesses in a given country. For example, the moratorium in Russia in 1998 and the subprime mortgage crisis in the U.S. in 2007 greatly influenced the financial markets of many countries, which consequently affected the construction market. The effect of such crises on the construction industry differs, however, depending on the size of the business cycle and the foundation of the financial market. Thus, this study analyzed the construction business cycle of three countries: the United States, the United Kingdom, and South Korea. The economies of these three countries have different characteristics. This study, which used the three-state Markov switching model, also used construction industry data for categorizing GDP by economic activity. Although the validation results of the U.S. construction industry were unsatisfactory because of the unprecedented long-term recession, results of the analysis showed that the proposed model could be used to determine the construction business cycle. The forecasting performance test also showed that the proposed model could be used to predict more than one quarter in advance, which was the interval in identifying the business cycle. Accordingly, it is believed that the proposed methodology can be used to determine and cope with each country's business cycle.
机译:在许多国家,建筑业是关键产业,通常占国内生产总值(GDP)的5-10%。它与金融和劳动力市场密切相关,具体取决于给定国家/地区中企业的特征。例如,1998年俄罗斯的禁令和2007年美国的次贷危机极大地影响了许多国家的金融市场,从而影响了建筑市场。但是,这种危机对建筑业的影响不同,这取决于商业周期的大小和金融市场的基础。因此,本研究分析了三个国家(美国,英国和韩国)的建筑业商业周期。这三个国家的经济具有不同的特征。这项研究使用了三态马尔可夫转换模型,还使用了建筑业数据对经济活动进行GDP归类。尽管由于史无前例的长期衰退,美国建筑业的验证结果并不令人满意,但分析结果表明,提出的模型可以用于确定建筑业周期。预测性能测试还表明,提出的模型可以用于提前预测四分之一以上,这是确定业务周期的时间间隔。因此,据信所提出的方法可以用于确定和应对每个国家的商业周期。

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