多元空间IV回归

Marcus L. Nascimento, C. A. Abanto-Valle, Mario Jorge Cardoso Mendonca
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引用次数: 2

摘要

本文提出了一个具有内生变量的多元空间回归模型。为了处理内生性和空间依赖性,实施了计量经济学应用中经常使用的工具变量(IV)方法和自回归空间结构。开发了一种基于仿真方案的贝叶斯推理程序,从模型参数的后验分布中获取样本。最后,通过应用宽带接入对经济部门的影响来说明该方法。
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Multivariate Spatial IV Regression
In this paper, a Multivariate Spatial Regression model with
 Endogenous Variables 
is proposed. In order to deal
 with endogeneity and spatial dependence,
 
the instrumental variables (IV) methodology and an
 autoregressive spatial structure, 
frequently used in
 econometric applications, are implemented. A Bayesian inference
 
procedure based on simulation schemes designed to
 obtain samples from the 
posterior distribution of
 model parameters is developed. Finally, the methodology
 
is illustrated through an application to the impact
 of broadband access on the 
economic sectors.
 
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