Skip to main content
Log in

The permanent income hypothesis: A new framework based on fractional integration and cointegration

  • Articles
  • Published:
International Advances in Economic Research Aims and scope Submit manuscript

Abstract

The issue of the Permanent Income Hypothesis (PIH) is revisited in this paper by examining the relationship between U.S. consumption and income through new statistical techniques based on fractional integration and cointegration. Using a procedure by Robinson [1994a] that permits the testing of I(d) statistical models, the results show that both individual series are I(1). However, the differences seem to be I(d), with d being smaller than 1 in some cases. Also, when performing different regressions of consumption on income, the estimated residuals from the cointegrating regressions appear to be mean reverting. This implies that consumption and income may be fractionally cointegrated, so that deviations from equilibrium are highly persistent. Thus, the results provide further evidence regarding the validity of the PIH for the U.S.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Adenstedt, Robert K. “On Large Sample Estimation for the Mean of a Stationary Random Sequence,”Annals of Statistics, 2, 1, February 1974, pp. 259–72.

    Google Scholar 

  • Attfield, Cliff L. F.; Demery, David; Duck, Nigel W. “Partial Adjustment and the Permanent Income Hypothesis,”European Economic Review, 36, 6, August 1992, pp. 1205–22.

    Article  Google Scholar 

  • Beran, Jan. “Fitting Long Memory Models by Generalized Linear Regressions,”Biometrika, 80, 3, September 1993, pp. 817–22.

    Google Scholar 

  • Bloomfield, Peter. “An Exponential Model in the Spectrum of a Scalar Time Series,”Biometrika, 60, March 1973, pp. 217–26.

    Google Scholar 

  • Box, George E. P.; Jenkins, Gwilym M. “Time Series Analysis: Forecasting and Control,” in Holden Day ed., San Francisco, 1970.

  • Campbell, John Y.; Mankiw, Gregory. “Consumption, Income, and Interest Rates: Reinterpreting the Time Series Evidence,”Macroeconomics Annual, 1989, pp. 185–216.

  • Cheung, Yin Wong; Lai, Kon S. “A Fractional Cointegration Analysis of Purchasing Power Parity,”Journal of Business and Economic Statistics, 11, 1, January 1993, pp. 103–12.

    Google Scholar 

  • Dahlhaus, Dirk R. “Efficient Parameter Estimation for Self-Similar Process,”Annals of Statistics, 17, 1989, pp. 1749–66.

    Google Scholar 

  • Davidson, James E.; Hendry, David F.; Srba, F.; Yeo, S. “Econometric Modeling of the Aggregate Time Series Relationship Between Consumer's Expenditure and Income in the U.K.,”Economic Journal, 88, 1978, pp. 661–92.

    Google Scholar 

  • Deaton, Angus. “Saving and Liquidity Constraints,”Econometrica, 59, 1991, pp. 1221–48.

    Google Scholar 

  • DeJong, David N. “Cointegration and Trend Stationary in Macroeconomic Time Series,”Journal of Econometrics, 52, 3, June 1992, pp. 347–70.

    Article  Google Scholar 

  • Demery, David; Duck, Nigel, W. “Incomplete Information and the Time Series Behavior of Consumption,”Journal of Applied Econometrics, 15, July/August 2000, pp. 355–66.

    Article  Google Scholar 

  • Dickey, David A.; Fuller, Wayne A. “Distribution of the Estimators for Autoregressive Time Series with a Unit Root,”Journal of the American Statistical Association, 74, 1979, pp. 427–31.

    Google Scholar 

  • Dolado, Juan J.; Marmol, Franses “Efficient Estimation of Cointegrating Relationships Among Higher Order and Fractionally Integrated Processes,” Banco de España, Servicio de Estudios, Documento de Trabajo 9617, 1997.

  • Engle, Robert F.; Granger, Clive W. J. “Co-Integration and Error Correction: Representation, Estimation, and Testing,”Econometrica, 55, 2, 1987, pp. 251–76.

    Google Scholar 

  • Fuller, Wayne A. “Introduction to Statistical Time Series,” in Wiley Series of Probability and Mathematical Statistics, Wiley, New York, 1976.

    Google Scholar 

  • Gali, Jordi. “Finite Horizons, Life Cycle Savings, and Time Series Evidence on Consumption,”Journal of Monetary Economics, 81, 1990, pp. 1238–53.

    Google Scholar 

  • Geweke, John; Porter-Hudak, Susan. “The Estimation and Application of Long Memory Time Series Models,”Journal of Time Series Analysis, 4, 1983, pp. 221–38.

    Google Scholar 

  • Gil-Alana, Luis A. “Testing Fractional Integration in Macroeconomic Time Series,” Ph.D. thesis, London School of Economics and Political Science, 1997.

  • —— “Testing Fractional Integration with Monthly Data,”Economic Modeling, 16, 4, December 1999, pp. 613–29.

    Google Scholar 

  • —— “Mean Reversion in the Real Exchange Rates,”Economics Letters, 69, 3, December 2000, pp. 285–88.

    Article  Google Scholar 

  • —— “Testing Stochastic Cycles in Macroeconomic Time Series,”Journal of Time Series Analysis, 22, 4, July 2001a, pp. 411–30.

    Article  Google Scholar 

  • —— “An Exponential Spectral Model for the U.K. Unemployment,”Journal of Forecasting, 20, 6, September 2001b, pp. 329–40.

    Google Scholar 

  • —— “Semiparametric Estimation of the Fractional Differencing Parameter in the U.K. Unemployment,”Computational Economics, 19, 2002, pp. 323–39.

    Article  Google Scholar 

  • --. “Comparisons Between Semiparametric Procedures for Estimating the Fractional Differencing Parameter,” Preprint, 2003.

  • Gil-Alana, Luis A.; Robinson, Peter M. “Testing of Unit Roots and Other Nonstationary Hypotheses in Macroeconomic Time Series,”Journal of Econometrics, 80, October 1997, pp. 241–68.

    Google Scholar 

  • —— “Testing Seasonal Fractional Integration in the U.K. and Japanese Consumption and Income,”Journal of Applied Econometrics, 16, 2, March/April 2001, pp. 95–114.

    Google Scholar 

  • Hall, Robert E. “Stochastic Implications of the Life Cycle-Permanent Income Hypothesis: Theory and Evidence,”Journal of Political Economy, 86, 1978, pp. 971–87.

    Google Scholar 

  • —— “Consumption, Modern Business Cycle Theory,” in R. J. Barro eds., Cambridge: Harvard University Press, 1989.

    Google Scholar 

  • Jeganathan, Pradeep. “On Asymptotic Inference in Cointegrated Time Series with Fractionally Integrated Errors,”Econometric Theory, 15, 1999, pp. 583–621.

    Article  Google Scholar 

  • --. “Correction to ‘On Asymptotic Inference in Cointegrated Time Series with Fractionally Integrated Errors,’” Preprint, 2001.

  • Johansen, Soren. “Estimation and Hypothesis Testing of Cointegrating Vectors in Gaussian Vector Autoregressive Models,”Econometrica, 59, 1991, pp. 1551–80.

    Google Scholar 

  • Kim, Chang Sik; Phillips, Peter C. B. “Fully-Modified Estimation of Fractional Cointegration Models,” Preprint, Cowles Foundation Discussion Paper, 2000.

  • Künsch, H. R. “Discrimination Between Monotonic Trends and Long-Range Dependence,”Journal of Applied Probability, 23, 1986, pp. 1025–30.

    Google Scholar 

  • Lobato, Ignacio. “A Semiparametric Two-Step Estimator for a Multivariate Long Memory Process,”Journal of Econometrics, 73, July 1996, pp. 303–24.

    Article  Google Scholar 

  • Marinucci, Domenico; Robinson, Peter M. “Semiparametric Frequency Domain Analysis of Fractional Cointegration,” STICERD, London School of Economics, Discussion Paper Series, EM/98/348, 1998.

  • —— “Semiparametric Fractional Cointegration Analysis,”Journal of Econometrics, 105, 1, November 2001, pp. 225–47.

    Article  Google Scholar 

  • Nelson, Charles R.; Plosser, Charles I. “Trends and Random Walks in Macroeconomic Time Series,”Journal of Monetary Economics, 10, 1982, pp. 139–62.

    Article  Google Scholar 

  • Phillips, Peter C. B. “Optimal Inference in Cointegrated Systems,”Econometrica, 59, 1991, pp. 283–306.

    Google Scholar 

  • Robinson, Peter M. “Efficient Tests of Nonstationary Hypotheses,”Journal of the American Statistical Association, 89, 1994a, pp. 1420–37.

    Google Scholar 

  • —— “Semiparametric Analysis of Long Memory Time Series,”Annals of Statistics, 22, 2, April 1994b, pp. 515–39.

    Google Scholar 

  • —— “Gaussian Semiparametric Estimation of Long Range Dependence,”Annals of Statistics, 23, 4, August 1995a, pp. 1630–61.

    Google Scholar 

  • —— “Log-Periodogram Regression of Time Series with Long Range Dependence,”Annals of Statistics, 23, 3, June 1995b, pp. 1048–72.

    Google Scholar 

  • Robinson, Peter M.; Hualde, Javier. “Root-N—Consistent Estimation of Weak Fractional Cointegration,” Preprint, 2001.

  • --. “Cointegration in Fractional Systems with Unknown Integration Orders, forthcoming inEconometrica, 2003.

  • Robinson, Peter M.; Marinucci, Domenico. “Semiparametric Frequency Domain Analysis of Fractional Cointegration,” Preprint, 1997.

  • ——. “Narrow Band Analysis of Nonstationary Processes,”Annals of Statistics, 29, 4, August 2001, pp. 947–86.

    Google Scholar 

  • Robinson, Peter M.; Yajima, Y. “Determination of Cointegrating Rank in Fractional Systems,”Journal of Econometrics, 106, 2, February 2002, pp. 217–41.

    Article  Google Scholar 

  • Sowell, Fallaw. “Maximum Likelihood Estimation of Stationary Univariate Fractionally Integrated Time Series Models,”Journal of Econometrics, 53, 1, July 1992, pp. 165–88.

    Article  Google Scholar 

  • Stock, James H. “Asymptotic Properties of Least Squares Estimators of Cointegrating Vectors,”Econometrica, 55, 1987, pp. 1035–56.

    Google Scholar 

  • Taqqu, Murad S. “Weak Convergence to Fractional Motion and to the Rosenblatt Process,”Wahrscheinlichkeitstheorie verw. Geb. 31, 1975, pp. 287–302.

    Google Scholar 

  • Velasco, Carlos. “Nonstationary Log-Periodogram Regression,”Journal of Econometrics, 91, 2, August 1999a, pp. 299–323.

    Article  Google Scholar 

  • ——. “Gaussian Semiparametric Estimation of Nonstationary Time Series,”Journal of Time Series Analysis, 20, 1, January 1999b, pp. 87–127.

    Article  Google Scholar 

  • Velasco, Carlos; Robinson, Peter M. “Whittle Pseudo-Maximum Likelihood Estimation for Nonstationary Time Series,”Journal of the American Statistical Association, 95, 2000, pp. 1229–43.

    Google Scholar 

  • Zeldes, Stephen P. “Consumption and Liquidity Constraints: An Empirical Investigation,”Journal of Political Economy, 97, 2, April 1989, pp. 305–46.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

The author gratefully acknowledges the comments from an anonymous referee. Financial support from the Minsterio de Ciencia y Technologia (SEC2002-01839, Spain) is also acknowledged.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Gil-Alana, L.A. The permanent income hypothesis: A new framework based on fractional integration and cointegration. International Advances in Economic Research 10, 165–179 (2004). https://doi.org/10.1007/BF02296212

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02296212

Keywords

Navigation