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Age–period–cohort decomposition of aggregate data: an application to US and Japanese household saving rates

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  • Kosei Fukuda

Abstract

This paper compares two methods of analyzing aggregate data that is classified by period and age. Because there is a linear relationship among age, period, and cohort, it is not possible to distinguish the separate effects without employing an identifying assumption. The first method, which is applied in the economics literature, assumes that period effects are orthogonal to a linear time trend. The second method, which is applied in the statistics literature, assumes that the effect parameters change gradually. Simulation results suggest that the performances of both methods are comparable. The results of applying the second method to household saving rates suggest that period effects had a negligible influence in the United States but considerable influence in Japan. Copyright © 2006 John Wiley & Sons, Ltd.

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  • Kosei Fukuda, 2006. "Age–period–cohort decomposition of aggregate data: an application to US and Japanese household saving rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(7), pages 981-998, November.
    • Handle: RePEc:wly:japmet:v:21:y:2006:i:7:p:981-998
    DOI: 10.1002/jae.906
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    1. Kapteyn, Arie & Alessie, Rob & Lusardi, Annamaria, 2005. "Explaining the wealth holdings of different cohorts: Productivity growth and Social Security," European Economic Review, Elsevier, vol. 49(5), pages 1361-1391, July.
    2. Paxson, Christina, 1996. "Saving and growth: Evidence from micro data," European Economic Review, Elsevier, vol. 40(2), pages 255-288, February.
    3. Angus S. Deaton & Christina Paxson, 1994. "Saving, Growth, and Aging in Taiwan," NBER Chapters, in: Studies in the Economics of Aging, pages 331-362, National Bureau of Economic Research, Inc.
    4. Orazio P. Attanasio, 1998. "Cohort Analysis of Saving Behavior by U.S. Households," Journal of Human Resources, University of Wisconsin Press, vol. 33(3), pages 575-609.
    5. David A. Wise, 1994. "Studies in the Economics of Aging," NBER Books, National Bureau of Economic Research, Inc, number wise94-1.
    6. Poirier, Dale J., 1998. "Revising Beliefs In Nonidentified Models," Econometric Theory, Cambridge University Press, vol. 14(4), pages 483-509, August.
    7. Jonathan A. Parker, 2000. "Spendthrift in America? On Two Decades of Decline in the US Saving Rate," NBER Chapters, in: NBER Macroeconomics Annual 1999, Volume 14, pages 317-387, National Bureau of Economic Research, Inc.
    8. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    9. Kitamura, Yukinobu & Takayama, Noriyuki & Arita, Fumiko, 2001. "Household savings in Japan revisited," Research in Economics, Elsevier, vol. 55(2), pages 135-153, June.
      • Kitamura, Yukinobu & 北村, 行伸 & キタムラ, ユキノブ & Takayama, Noriyuki & 高山, 憲之 & タカヤマ, ノリユキ & Arita, Fumiko & 有田, 富美子, 2000. "Household Savings in Japan Revisited," Discussion Paper 6, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.
    10. C. Y. Horioka & H. Fujisaki & W. Watanabe & T. Kouno, 2000. "Are Americans More Altruistic than the Japanese? A U.S.-Japan Comparison of Saving and Bequest Motives," International Economic Journal, Taylor & Francis Journals, vol. 14(1), pages 1-31.
    11. Pierre-Olivier Gourinchas & Jonathan A. Parker, 2002. "Consumption Over the Life Cycle," Econometrica, Econometric Society, vol. 70(1), pages 47-89, January.
    12. Horioka, C.Y. & Fujisaki, H. & Watanabe, W. & Kouno, T., 2000. "Are Americans more Altruistic than the Japanese Comparison of Saving and Bequest Motives," ISER Discussion Paper 0487, Institute of Social and Economic Research, Osaka University.
    13. Yosihiko Ogata & Koichi Katsura & Niels Keiding & Claus Holst & Anders Green, 2000. "Empirical Bayes Age–Period–Cohort Analysis of Retrospective Incidence Data," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 27(3), pages 415-432, September.
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