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A Structural Econometric Model of Price Discrimination in the Mortgage Lending Industry

机译:抵押贷款业价格歧视的结构计量经济模型

摘要

We propose a model of discrimination in the market for mortgages. The model explains accepted loan applications and determines loan sizes and interest rates simultaneously. A competitive, and a discriminating monopoly version of the model are proposed. Offered interest rates and loan sizes are a function of observable borrower characteristics. The competitive model rests on a marginal condition, reub0ecting contract optimality, to which a zero-profit condition is added. In contrast, the discriminating monopoly maximizes profitsunder a borrower participation constraint, reflecting the availability of a rental market as an outside option. Each version of the model is a bivariate, nonlinear model, and is estimated by standard maximum likelihood methods. The data used for estimation is a sample of clients of a French network of mortgage lenders. We show the presence of social discrimination in the data, the loan conditions depending, not only on the borrower's wage and downpayment, but also on the borrower's occupational status. Abnormally high risk premia in the competitive version of the model suggest the presence of market power, justifying an attempt at estimating its monopolistic version. The discriminating monopoly model estimates show that the borrowers' price-elasticity of demand for housing varies with occupational status, and is inversely related with the lender's interest rate markups. This confirms that the lender exploits structural differences in the preferences to discriminate, as predicted by standard theories.
机译:我们提出了抵押贷款市场中的歧视模型。该模型解释接受的贷款申请,并同时确定贷款规模和利率。提出了该模型的竞争性和区分性垄断版本。提供的利率和贷款规模是可观察的借款人特征的函数。竞争模型基于边际条件,反映合同的最优性,并添加了零利润条件。相反,在借款人参与的约束下,有区别的垄断使利润最大化,这反映了租赁市场作为外部选择的可用性。模型的每个版本都是双变量非线性模型,并通过标准最大似然方法进行估算。用于估算的数据是法国抵押贷方网络的客户样本。我们在数据中显示了社会歧视的存在,贷款条件不仅取决于借款人的工资和首付,还取决于借款人的职业状况。该模型的竞争版本异常高风险的溢价表明存在市场力量,这证明了对其垄断版本进行评估的尝试。区分性垄断模型的估计表明,借款人对住房需求的价格弹性随职业状况而变化,并且与贷方的利率上涨成反比。这证实了放贷者利用歧视的偏好中的结构差异,正如标准理论所预测的那样。

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