OPTIMAL TIMES TO BUY AND SELL A HOME

MATTHEW LORIG, NATCHANON SUAYSOM
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Abstract

We consider a financial market in which the risk-free rate of interest is modeled as a Markov diffusion. We suppose that home prices are set by a representative homebuyer, who can afford to pay only a fixed cash flow per unit time for housing. The cash flow is a fraction of the representative homebuyer’s salary, which grows at a rate that is proportional to the risk-free rate of interest. As a result, in the long run, higher interest rates lead to faster growth of home prices. The representative homebuyer finances the purchase of a home by taking out a mortgage. The mortgage rate paid by the homebuyer is fixed at the time of purchase and equal to the risk-free rate of interest plus a positive constant. As the homebuyer can only afford to pay a fixed cash flow per unit time, a higher mortgage rate limits the size of the loan the homebuyer can take out. As a result, the short-term effect of higher interest rates is to lower the value of homes. In this setting, we consider an investor who wishes to buy and then sell a home in order to maximize his discounted expected profit. This leads to a nested optimal stopping problem. We use a nonnegative concave majorant approach to derive the investor’s optimal buying and selling strategies. Additionally, we provide a detailed analytic and numerical study of the case in which the risk-free rate of interest is modeled by a Cox–Ingersoll–Ross (CIR) process. We also examine, in the case of CIR interest rates, the expected time that the investor waits before buying and then selling a home when following the optimal strategies.

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买卖房屋的最佳时机
我们考虑一个金融市场,其中无风险利率被模拟为马尔科夫扩散模型。我们假设房价是由一个有代表性的购房者确定的,他在单位时间内只能为住房支付固定的现金流。现金流是购房者工资的一部分,其增长率与无风险利率成正比。因此,从长期来看,利率越高,房价增长越快。具有代表性的购房者通过按揭贷款为购房提供资金。购房者支付的抵押贷款利率在购房时是固定的,等于无风险利率加上一个正常数。由于购房者在单位时间内只能支付固定的现金流,较高的按揭利率限制了购房者的贷款规模。因此,利率提高的短期效应是降低房屋价值。在这种情况下,我们考虑一个投资者,他希望买房后再卖房,以实现贴现预期利润最大化。这就产生了一个嵌套的最优止损问题。我们采用非负凹主要方法推导出投资者的最优买卖策略。此外,我们还对无风险利率以 Cox-Ingersoll-Ross (CIR) 过程为模型的情况进行了详细的分析和数值研究。我们还研究了在 CIR 利率的情况下,投资者在遵循最优策略时,在买房和卖房之前等待的预期时间。
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来源期刊
CiteScore
1.10
自引率
20.00%
发文量
28
期刊介绍: The shift of the financial market towards the general use of advanced mathematical methods has led to the introduction of state-of-the-art quantitative tools into the world of finance. The International Journal of Theoretical and Applied Finance (IJTAF) brings together international experts involved in the mathematical modelling of financial instruments as well as the application of these models to global financial markets. The development of complex financial products has led to new challenges to the regulatory bodies. Financial instruments that have been designed to serve the needs of the mature capitals market need to be adapted for application in the emerging markets.
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