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Testing Parameter Constancy in Stationary Vector Autoregressive Models Against Continuous Change
Authors:Changli He  Andrés González
Institution:1. Department of Economics and Social Sciences , Dalarna University , Falun, Sweden;2. Department of Statistics , Tianjin University of Finance and Economics , Tianjin, China;3. Departamento de Modelos Macroeconómicos , Banco de la República , Bogotá, Colombia
Abstract:In this article we derive a parameter constancy test of a stationary vector autoregressive model against the hypothesis that the parameters of the model change smoothly over time. A single structural break is contained in this alternative hypothesis as a special case. The test is a generalization of a single-equation test of a similar hypothesis proposed in the literature. An advantage here is that the asymptotic distribution theory is standard. The performance of the tests is compared to that of generalized Chow-tests and found satisfactory in terms of both size and power.
Keywords:Econometric modelling  Misspecification test  Parameter stability  Smooth transition  Structural break
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