A Simulation Estimation Analysis of the External Debt Crises of Developing Countries
In this paper I develop models of the incidence and extent of external financing crises of developing countries, which lead to multiperiod multinomial discrete choice and discrete/continuous econometric specifications with flexible correlation structures in the unobservables. I show that estimation of these models based on simulation methods has attractive statistical properties and is computationally tractable. Three such simulation estimation methods are exposited, analyzed theoretically, and used in practice: a method of smoothly simulation maximum likelihood (SSML) based on a smooth recursive conditioning simulator (SRC), a method of simulated scores (MSS) based on a Gibbs sampling simulator (GSS), and an MSS estimator based on the SRC simulator. The data set used in this study comprises 93 developing countries observed through the 1970-1988 period and contains information on external financing responses that are not available to investigators in the past. Moreover, previous studies of external debt problems had to rely on restrictive correlation structures in the unobservables to overcome otherwise intractable computational difficulties. The findings show that being able for the first time to allow for flexible correlation patterns in the unobservables through estimation by simulation has a substantial impact on the parameter estimates obtained from such models. This suggests that past empirical results in this literature require a substantial reevaluation.
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Volume (Year): 9 (1994)
Issue (Month): 2 (April-June)
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- Vassilis A. Hajivassiliou & Daniel L. McFadden, 1993.
"The Method of Simulated Scores for the Estimation of LDV Models,"
_023, Yale University.
- Vassilis A. Hajivassiliou & Daniel L. McFadden, 1998. "The Method of Simulated Scores for the Estimation of LDV Models," Econometrica, Econometric Society, vol. 66(4), pages 863-896, July.
- V A Hajivassiliou & DL McFadden, 1997. "The Method of Simulated Scores for the Estimation of LDV Models," STICERD - Econometrics Paper Series 328, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
- Stern, Steven, 1992. "A Method for Smoothing Simulated Moments of Discrete Probabilities in Multinomial Probit Models," Econometrica, Econometric Society, vol. 60(4), pages 943-952, July.
- Feder, Gershon & Just, Richard & Ross, Knud, 1981. "Projecting Debt Servicing Capacity of Developing Countries," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 16(05), pages 651-669, December.
- Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-764, May.
- Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," Review of Economic Studies, Oxford University Press, vol. 47(1), pages 225-238.
- Hajivassiliou, Vassilis Argyrou, 1986.
"Two misspecification tests for the simple switching regressions disequilibrium model,"
Elsevier, vol. 22(4), pages 343-348.
- Vassilis A. Hajivassiliou, 1986. "Two Misspecification Tests for the Simple Switching Regressions Disequilibrium Model," Cowles Foundation Discussion Papers 792, Cowles Foundation for Research in Economics, Yale University.
- Jonathan Eaton & Mark Gersovitz, 1981. "Debt with Potential Repudiation: Theoretical and Empirical Analysis," Review of Economic Studies, Oxford University Press, vol. 48(2), pages 289-309.
- Keane, Michael P, 1994. "A Computationally Practical Simulation Estimator for Panel Data," Econometrica, Econometric Society, vol. 62(1), pages 95-116, January.
- Gallant, A Ronald & Nychka, Douglas W, 1987. "Semi-nonparametric Maximum Likelihood Estimation," Econometrica, Econometric Society, vol. 55(2), pages 363-390, March.
- Hajivassiliou, Vassilis A., 1987. "The external debt repayments problems of LDC's : An econometric model based on panel data," Journal of Econometrics, Elsevier, vol. 36(1-2), pages 205-230.
- Vassilis A. Hajivassiliou, 1986. "Temporal Dependence in Limited Dependent Variable Models: Theoretical and Monte-Carlo Results," Cowles Foundation Discussion Papers 803, Cowles Foundation for Research in Economics, Yale University.
- Shaked, Avner & Sutton, John, 1984. "Involuntary Unemployment as a Perfect Equilibrium in a Bargaining Model," Econometrica, Econometric Society, vol. 52(6), pages 1351-1364, November.
- Feder, Gershon & Just, Richard E., 1977. "A study of debt servicing capacity applying logit analysis," Journal of Development Economics, Elsevier, vol. 4(1), pages 25-38, February.
- Eaton, Jonathan & Gersovitz, Mark, 1980. "LDC participation in international financial markets : Debt and reserves," Journal of Development Economics, Elsevier, vol. 7(1), pages 3-21, February.
- Sule Ozler & Harry Huizinga, 1992. "Bank Exposure, Capital and Secondary Market Discounts on the Developing Country Debt," NBER Working Papers 3961, National Bureau of Economic Research, Inc.
- Vassilis A. Hajivassiliou, 1989.
"Do the Secondary Markets Believe in Life After Debt?,"
Cowles Foundation Discussion Papers
911, Cowles Foundation for Research in Economics, Yale University.
- Hajivassiliou, V. A., 1989. "Do the secondary markets believe in life after debt?," Policy Research Working Paper Series 252, The World Bank.
- Ruud, Paul A., 1991.
"Extensions of estimation methods using the EM algorithm,"
Journal of Econometrics,
Elsevier, vol. 49(3), pages 305-341, September.
- Paul A. Ruud., 1988. "Extensions of Estimation Methods Using the EM Algorithm.," Economics Working Papers 8899, University of California at Berkeley.
- McFadden, Daniel & Ruud, Paul A, 1994. "Estimation by Simulation," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 591-608, November.
- White, Halbert & Domowitz, Ian, 1984. "Nonlinear Regression with Dependent Observations," Econometrica, Econometric Society, vol. 52(1), pages 143-161, January.
- Ken Binmore & M.J. Herrero, 1984. "Frictionless Non-Walrasian Markets (Now published as 2 papers (see also TE/85/117): Security Equilibrium, in Review of Economic Studies, 55 (1988), pp.33-48; and Matching and Bargaining in Dynamic Mar," STICERD - Theoretical Economics Paper Series 103, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
- Eggink, E & Hop, J P & van Praag, Bernard M S, 1994. "A Symmetric Approach to the Labour Market with the Household as the Unit of Observation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(2), pages 133-161, April-Jun.
- Vassilis A. Hajivassiliou & Daniel McFadden & Paul A. Ruud, 1994. "Simulation of Multivariate Normal Rectangle Probabilities: Theoretical and Computational Results," Cowles Foundation Discussion Papers 1021R, Cowles Foundation for Research in Economics, Yale University.
- Manski, Charles F, 1987. "Semiparametric Analysis of Random Effects Linear Models from Binary Panel Data," Econometrica, Econometric Society, vol. 55(2), pages 357-362, March.
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