The Economic Journal · 1991 · 43 citations · 28 references
Social SciencesEconomicsEconometricsStochastic ProcessesTime Series AnalysisConsumption PatternsDynamic Economic ModelsEconomic DynamicsStationarity AnalysisSteady-state AnalysisTime Series EconometricsConsumption FunctionConsumption ProcessesRandom Walk HypothesisTime-series Consumption Modeling
This paper examines, and attempts to reconcile, two rival approaches toward modeling the aggregate time series consumption function: the random walk and the error correction models. These models possess conflicting behavioral interpretations, but have been extensively used in the empirical literature. The paper modifies the life-cycle theory to generate a more satisfactory long-run relationship that demonstrates that the time series data on personal consumption and wealth are likely to have an error correction representation that encompasses the random walk model. Data from the United Kingdom support this proposition. Copyright 1991 by Royal Economic Society.
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Time Series Regression with a Unit Root
P. C. B. Phillips · Econometrica · 1987 · 2.9K citations
Asymptotic Properties of Least Squares Estimators of Cointegrating Vectors
James H. Stock · Econometrica · 1987 · 1.5K citations
The Econometric Analysis of Time Series.
L. G. Godfrey, Andrew Harvey · Economica · 1983 · 920 citations