Analysis of the Relationship Between Apartment Sale Price, Jeonse Price, Monthly Rent Price Volatility Determinants: Focusing on the Loan Interest Rate

Giyoung Yaung, Gyo Eon Sim
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Abstract

In this study, the financial time series trend is predicted using Hamilton's Markov regime-switching model to observe the factors of apartment sales, jeonse, and monthly rent prices that change from time to time from a Markov perspective. Inflation since the coronavirus pandemic has pushed the United States interest rate higher, and South Korea is also raising its benchmark interest rate to stabilize the economy. Due to the impact of this increase in the base rate, the mortgage interest rate has also risen, which has a chain effect on the sale price of apartments, the price of jeonse, and the price of monthly rent. Changes in the trend over the long term can be interpreted as exogenous shocks, economic measures, or structural changes. As a result of the Markov model analysis, apartment sales prices, jeonse prices, and monthly rent prices all showed a higher probability of maintaining a recession period, and among them, the recession period for apartment sales price, and jeonse prices was relatively more likely to last longer. In the case of the expected duration period, the duration of the depression phase of apartment sales prices and jeonse prices was similar, while the duration of the depression phase of apartment monthly rent prices was short and highly volatile. As a cause of volatility, loan interest rates were found to be a determinant.
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公寓售价、全价、月租金价格波动决定因素之间的关系分析:关注贷款利率
在本研究中,利用汉密尔顿的马尔可夫制度转换模型对金融时间序列趋势进行预测,从马尔可夫角度观察公寓销售、jeonse 和月租金价格等因素的时空变化。冠状病毒大流行以来的通货膨胀推高了美国的利率,韩国也提高了基准利率以稳定经济。受基准利率上调的影响,房贷利率也随之上调,这对公寓的销售价格、jeonse 的价格以及月租金的价格产生了连锁效应。长期趋势的变化可以解释为外来冲击、经济措施或结构变化。从马尔可夫模型分析的结果来看,公寓销售价格、jeonse 价格和月租金价格都有较高的概率维持衰退期,其中公寓销售价格和 jeonse 价格的衰退期相对更长。在预期持续期方面,公寓销售价格和公寓月租价格的萧条期持续时间相近,而公寓月租价格的萧条期持续时间较短且波动较大。作为波动的原因,贷款利率是一个决定因素。
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