SELECTING THE RANK OF THE COINTEGRATION SPACE AND THE FORM OF THE INTERCEPT USING AN INFORMATION CRITERION
- 17 May 2002
- journal article
- research article
- Published by Cambridge University Press (CUP) in Econometric Theory
- Vol. 18 (4) , 926-947
- https://doi.org/10.1017/s0266466602184064
Abstract
In this paper we consider a family of penalized likelihood criteria for determining the rank of the cointegration space, the number of lags, and the form of the intercept in vector autoregressions with possibly integrated processes. The paper provides a general consistency result for a class of model determination procedures in which the penalty depends on a simple parameter count only.Keywords
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