JOURNAL ARTICLE

Interpretation of Cointegrating Coefficients in the Cointegrated Vector Autoregressive Model*

Søren Johansen

Year: 2005 Journal:   Oxford Bulletin of Economics and Statistics Vol: 67 (1)Pages: 93-104   Publisher: Wiley

Abstract

Abstract Regression coefficients are interpreted by a counterfactual experiment. For simultaneous equations this experiment can be implemented if the coefficients are identified, and throws some light on the role of instruments and the method of indirect least squares. This paper discusses another counterfactual experiment in the vector autoregressive model in order to interpret the coefficients of an identified cointegrating relation. The dynamics of the model is used to implement a long‐run change by changing the current values. The counterfactual experiment can be conducted precisely when the cointegrating relation is identified.

Keywords:
Autoregressive model Counterfactual thinking Econometrics Cointegration Mathematics Interpretation (philosophy) Regression Vector autoregression Relation (database) Series (stratigraphy) Statistics Applied mathematics Economics Computer science Psychology Data mining

Metrics

22
Cited By
1.55
FWCI (Field Weighted Citation Impact)
14
Refs
0.83
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Statistical Methods and Inference
Physical Sciences →  Mathematics →  Statistics and Probability
Monetary Policy and Economic Impact
Social Sciences →  Economics, Econometrics and Finance →  General Economics, Econometrics and Finance
Advanced Statistical Methods and Models
Physical Sciences →  Mathematics →  Statistics and Probability

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