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Aggregation and Simple Dynamics

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Author Info
Lewbel, Arthur

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Abstract

The koyck (geometric) lag or AR(1) specification is a commonly proposed behavioral model, sometimes after differencing. The distribution of koyck lag or AR(1) coefficients across agents in an economy is shown to be completely identified just from the dynamic behavior of aggregate (macroeconomic) data. Aggregate testable implications of an economy composed of agents having koyck lags or AR(1) models are provided. Extensions to higher-order and time-varying lags are discussed. Aggregate U.S. consumption data are shown to support the hypothesis that some consumers have random-walk consumption, while the rest have ARIMA (1, 1, 0) consumption with widely varying AR coefficients. Copyright 1994 by American Economic Association.

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Publisher Info
Article provided by American Economic Association in its journal American Economic Review.

Volume (Year): 84 (1994)
Issue (Month): 4 (September)
Pages: 905-18
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Handle: RePEc:aea:aecrev:v:84:y:1994:i:4:p:905-18

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  1. Laura Mayoral, 2009. "Heterogeneous dynamics, aggregation and the persistence of economic shocks," UFAE and IAE Working Papers 786.09, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC). [Downloadable!]
  2. Cheng Hsiao, 2005. "Why Panel Data?," IEPR Working Papers 05.33, Institute of Economic Policy Research (IEPR). [Downloadable!]
    Other versions:
  3. von Cramon-Taubadel, Stephan & Loy, Jens-Peter & Meyer, Jochen, 2006. "Data Aggregation and Vertical Price Transmission: An Experiment with German Food Prices," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25291, International Association of Agricultural Economists. [Downloadable!]
  4. Gadi Barlevy, 2003. "The Cost of Business Cycles Under Endogenous Growth," NBER Working Papers 9970, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  5. von Cramon-Taubadel, Stephan & Loy, Jens-Peter & Meyer, Jochen, 2003. "The Impact Of Data Aggregation On The Measurement Of Vertical Price Transmission: Evidence From German Food Prices," 2003 Annual meeting, July 27-30, Montreal, Canada 21987, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  6. Yan Shen & Cheng Hsiao & Hiroshi Fujiki, 2005. "Aggregate vs. disaggregate data analysis-a paradox in the estimation of a money demand function of Japan under the low interest rate policy," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(5), pages 579-601. [Downloadable!]
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  7. Jim Malley & Hassan Molana, 1997. "The Permanent Income Hypothesis Revisited. Reconciling Evidence from Aggregate Data with the Representative Consumer Behaviour," Working Papers 9708, Department of Economics, University of Glasgow. [Downloadable!]
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  8. Jim Malley & Hassan Molana, 2002. "The Life-Cycle-Permanent-Income Model: A Reinterpretation and Supporting Evidence," Working Papers 2002_17, Department of Economics, University of Glasgow. [Downloadable!]
  9. Hiroshi Fujiki & Cheng Hsiao, 2008. "Aggregate and Household Demand for Money: Evidence from Public Opinion Survey on Household Financial Assets and Liabilities," IMES Discussion Paper Series 08-E-17, Institute for Monetary and Economic Studies, Bank of Japan. [Downloadable!]
  10. Paul Castillo & Diego Winkelried, 2007. "Dollarization Persistence and Individual Heterogeneity," Working Papers 2007-004, Banco Central de Reserva del Perú. [Downloadable!]
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  11. Pesaran, M. H., 1999. "On Aggregation of Linear Dynamic Models," Cambridge Working Papers in Economics 9919, Faculty of Economics, University of Cambridge. [Downloadable!]
  12. Taner Yigit, 2002. "Effects of Moments on Aggregation and Long Memory in Inflation," Departmental Working Papers 0210, Bilkent University, Department of Economics. [Downloadable!]
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  13. Fushang Liu & Kajal Lahiri, 2006. "Modelling multi-period inflation uncertainty using a panel of density forecasts," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(8), pages 1199-1219. [Downloadable!]
  14. Jim Malley & Hassan Molana, 2006. "Further Evidence from Aggregate Data on the Life-Cycle-Permanent-Income Model," Empirical Economics, Springer, vol. 31(4), pages 1025-1041, November. [Downloadable!] (restricted)
  15. Michael Fratantoni & Scott Schuh, 2000. "Monetary policy, housing investment, and heterogeneous regional markets," Working Papers 00-1, Federal Reserve Bank of Boston. [Downloadable!]
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