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Testing constancy of the error covariance matrix in vector models

Bruno Eklund and Timo Teräsvirta

No 549, SSE/EFI Working Paper Series in Economics and Finance from Stockholm School of Economics

Abstract: This paper contains a Lagrange multiplier test of the hypothesis that the covariance matrix of a multivariate time series model is constant over time. It is further assumed that under the alternative, the error variances are time-varying whereas the correlation remain constant over time. Under the parameterized alternative hypothesis the variance may change continuously as a function of time or some observable stochastic variables.

Keywords: error covariance structure; Lagrange multiplier test; model misspecification; Monte Carlo simulation (search for similar items in EconPapers)
JEL-codes: C32 C52 (search for similar items in EconPapers)
Pages: 24 pages
Date: 2003-11-28, Revised 2006-01-18
New Economics Papers: this item is included in nep-ecm, nep-ets and nep-rmg
References: Add references at CitEc
Citations: View citations in EconPapers (1)

Published in Journal of Econometrics, 2007, pages 753-780.

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