Between Cointegration and Multicointegration. Modelling Time Series Dynamics by Cumulative Error Correction Models
AbstractThis paper proposes a cumulative error correction model where the summing weights follow a geometrically decreasing function of prior deviations from equilibrium and are estimated from the data. It is shown that this approach is located in between the traditional error correction model – where no weight is given to deviations from steady state prior to the most recent period – and the error correction model based on the idea of multicointegration. The presented form of accumulation does not change the order of integration of the series, like in the multicointegration approach of Granger and Lee (1989). Based on this model type, the relationship between US private consumption and real disposable income of private households is estimated. The short-run forces setting-off last period's deviations are much smaller than a VEC and a conventional single equation ECM suggests. Furthermore, the proposed model outperforms both others in respect of its forecasting power.
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Bibliographic InfoPaper provided by WIFO in its series WIFO Working Papers with number 431.
Length: 23 pages
Date of creation: 14 Jun 2012
Date of revision:
Other versions of this item:
- Scheiblecker, Marcus, 2013. "Between cointegration and multicointegration: Modelling time series dynamics by cumulative error correction models," Economic Modelling, Elsevier, vol. 31(C), pages 511-517.
- C5 - Mathematical and Quantitative Methods - - Econometric Modeling
- E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
- E41 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Demand for Money
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