Neglected Heterogeneity and Dynamics in Cross-Country Savings Regressions
Abstract
This paper examines the extent to which the conclusions of cross-country studies of private savings are robust to allowing for the possible heterogeneity of savings behaviour across countries and for the inclusion of dynamics. It reviews the econometric implications of neglected slope heterogeneity and dynamics for the fixed effects estimators routinely used in such studies, and illustrates the nature and extent of the biases involved by a re-examination of time series data from 21 OECD countries. The paper shows that neglecting heterogeneity and dynamics in cross-country savings regressions can lead to misleading inferences about the key determinants of savings behaviour. The results indicate that among the many variables considered in the literature only the fiscal variables - the general government surplus as a proportion of GDP and the ratio of government consumption to GDP - seem to be the key determinants of private savings rates in the industrial countries in the post-World War II period(This abstract was borrowed from another version of this item.)
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Paper provided by International Monetary Fund in its series IMF Working Papers with number 99/128.Length: 0
Date of creation: 01 Sep 1999
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Handle: RePEc:imf:imfwpa:99/128
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Keywords:Other versions of this item:
- Haque, N. U. & Pesaran, M. H. & Sharma, Sunil, 1999. "Neglected Heterogeneity and Dynamics in Cross-country Savings Regressions," Cambridge Working Papers in Economics 9904, Faculty of Economics, University of Cambridge.
- E21 - Macroeconomics and Monetary Economics - - Macroeconomics: Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Longitudinal Data; Spatial Time Series
This paper has been announced in the following NEP Reports:
- NEP-ALL-2013-02-16 (All new papers)
References
References listed on IDEASPlease report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Arellano, Manuel & Bond, Stephen, 1991.
"Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations,"
Review of Economic Studies,
Wiley Blackwell, vol. 58(2), pages 277-97, April.
- Tom Doan, . "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- Attanasio, O. & Picci, L. & Scorcu, A.E., 2000.
"Saving, growth, and investment: a macroeconomic analysis using a panel of countries,"
Open Access publications from University College London
http://discovery.ucl.ac.u, University College London.
- Orazio P. Attanasio & Lucio Picci & Antonello E. Scorcu, 2000. "Saving, Growth, and Investment: A Macroeconomic Analysis Using a Panel of Countries," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 182-211, May.
- Hsaio, Cheng & Pesaran, M. Hashem & Tahmiscioglu, A. Kamil, 1998.
"Maximum Likelihood Estimation of Fixed Effects Dynamic Panel Data Models Covering Short Time Periods,"
Cambridge Working Papers in Economics
9826, Faculty of Economics, University of Cambridge.
- Hsiao, Cheng & Hashem Pesaran, M. & Kamil Tahmiscioglu, A., 2002. "Maximum likelihood estimation of fixed effects dynamic panel data models covering short time periods," Journal of Econometrics, Elsevier, vol. 109(1), pages 107-150, July.
- Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
- Reinhart, Carmen & Ogaki, Masao & Ostry, Jonathan, 1996.
"Saving Behavior in Low- and Middle-Income Developing Countries: A Comparison,"
MPRA Paper
6978, University Library of Munich, Germany.
- Masao Ogaki & Jonathan D. Ostry & Carmen M. Reinhart, 1996. "Saving Behavior in Low- and Middle-Income Developing Countries: A Comparison," IMF Staff Papers, Palgrave Macmillan, vol. 43(1), pages 38-71, March.
- Masao Ogaki & Jonathan David Ostry & Carmen Reinhart, 1995. "Saving Behavior in Low- and Middle -Income Developing Countries: A Comparison," IMF Working Papers 95/3, International Monetary Fund.
- Hsiao, C. & Pesaran, M. H. & Tahmiscioglu, A. K., 1998. "Bayes Estimation of Short-run Coefficients in Dynamic Panel Data Models," Cambridge Working Papers in Economics 9804, Faculty of Economics, University of Cambridge.
- Christian Thimann & Anuradha Dayal-Gulati, 1997. "Saving in Southeast Asia and Latin America Compared - Searching for Policy Lessons," IMF Working Papers 97/110, International Monetary Fund.
- Pesaran, M.H. & Shin, Y., 1995. "An Autoregressive Distributed Lag Modelling Approach to Cointegration Analysis," Cambridge Working Papers in Economics 9514, Faculty of Economics, University of Cambridge.
- Pesaran, H. & Smith, R. & Im, K.S., 1995. "Dynamic Linear Models for Heterogeneous Panels," Cambridge Working Papers in Economics 9503, Faculty of Economics, University of Cambridge.
- Hendry, David F, 1980. "Econometrics-Alchemy or Science?," Economica, London School of Economics and Political Science, vol. 47(188), pages 387-406, November.
- Paul R. Masson & Tamim Bayoumi & Hossein Samiei, 1995.
"International Evidence on the Determinants of Private Saving,"
IMF Working Papers
95/51, International Monetary Fund.
- Masson, Paul R & Bayoumi, Tamim & Samiei, Hossein, 1998. "International Evidence on the Determinants of Private Saving," World Bank Economic Review, World Bank Group, vol. 12(3), pages 483-501, September.
- Edwards, Sebastian, 1996. "Why are Latin America's savings rates so low? An international comparative analysis," Journal of Development Economics, Elsevier, vol. 51(1), pages 5-44, October.
- Christopher D. Carroll & David N. Weil, 1993.
"Saving and growth: a reinterpretation,"
Working Paper Series / Economic Activity Section
140, Board of Governors of the Federal Reserve System (U.S.).
- Carroll, Christopher D. & Weil, David N., 1994. "Saving and growth: a reinterpretation," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 133-192, June.
- Christopher D. Carroll & David N. Weil, 1993. "Saving and Growth: A Reinterpretation," NBER Working Papers 4470, National Bureau of Economic Research, Inc.
- Gilbert, Christopher L, 1986. "Professor Hendry's Econometric Methodology," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 48(3), pages 283-307, August.
- Pesaran, M.H. & Smith, R., 1992.
"Estimating Long-Run Relationships From Dynamic Heterogeneous Panels,"
Cambridge Working Papers in Economics
9215, Faculty of Economics, University of Cambridge.
- Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
- Swamy, P A V B, 1970.
"Efficient Inference in a Random Coefficient Regression Model,"
Econometrica,
Econometric Society, vol. 38(2), pages 311-23, March.
- Tom Doan, . "SWAMY: RATS procedure to compute a GLS matrix weighted estimator for a panel data set," Statistical Software Components RTS00206, Boston College Department of Economics.
- Schmidt-Hebbel, Klaus & Webb, Steven B & Corsetti, Giancarlo, 1992.
"Household Saving in Developing Countries: First Cross-Country Evidence,"
World Bank Economic Review,
World Bank Group, vol. 6(3), pages 529-47, September.
- Schmidt-Hebbel, Klaus & Webb, Steven B. & Corsetti, Giancarlo, 1991. "Household saving in developing countries : first cross-country evidence," Policy Research Working Paper Series 575, The World Bank.
- Keane, Michael P & Runkle, David E, 1992. "On the Estimation of Panel-Data Models with Serial Correlation When Instruments Are Not Strictly Exogenous," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(1), pages 1-9, January.
- Tim Callen & Christian Thimann, 1997. "Empirical Determinants of Household Saving - Evidence from OECD Countries," IMF Working Papers 97/181, International Monetary Fund.
- Kajal Lahiri, 2005. "Analysis of Panel Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(4), pages 1093-1095.
- Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
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