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Abstract Simple time‐series representations dominated quarterly permanent‐income/life‐cycle models of consumption in fit and predictive accuracy. However, an ‘error‐correction’model (ECM, using the log consumption/income ratio) reconciled both the theories and the evidence, and treated as the DGP, explained the connection between the time‐series and econometric equations. Moreover, the ECM class was shown to have good properties in a pilot Monte Carlo study. While substantively focussed on modelling aggregate consumers’ expenditure, key methodological issues are addressed, including modelling strategies, parameter constancy, collinearity, seasonality, and encompassing (the explanation of other models’ results). Augmented by inflation, a constant model was developed (since known as DHSY), which predicted the first half of the 1970s.
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