结构方程模型中符号约束的处理方法

A Method for Working with Sign Restrictions in Structural Equation Modelling

Oxford Bulletin of Economics and Statistics · 2016
被引 15
人大 AABS 3

中文导读

提出一种处理部分识别联立方程系统中符号约束的方法,通过生成未识别参数的范围并用符号约束缩小范围,适用于EViews和Stata等软件。

Abstract

Abstract The paper sets out a method for handling sign restrictions in systems of simultaneous equations which are only partially identified. These sign restrictions might apply to either structural equation parameters or functions of them such as impulse responses. Initially a range of values for the unidentified parameters are generated and then the role of sign restrictions is to narrow the range. It is simple to apply and can be handled in packages such as EViews and Stata. Examples are given of how to implement it in a number of cases where there are both parametric and sign restrictions.

符号限制结构方程模型部分识别脉冲响应