Testing parametric conditional distributions of dynamic models

Review of Economics and Statistics

Volumn 85, Issue 3, 2003, Pages 531-549

  Bai, Jushan ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0242474625     PISSN: 00346535     EISSN: None     Source Type: Journal    
DOI: 10.1162/003465303322369704     Document Type: Article

References (36)

1. Andersen, P. K., O. Borgan, R. D. Gill, and N. Keiding, Statistical Models Based on Counting Processes (New York: Springer-Verlag, 1993).
2. Andrews, D. W. K., "A Conditional Kolmogorov Test," Econometrica 65 (1997), 1097-1128.
3. Bai, J., "Weak Convergence of Sequential Empirical Processes of Residual in ARMA Models," Annals of Statistics 22 (1994), 2051-2061.
4. Bai, J., "Testing for Parameter Constancy in Regression Models: An Empirical Distribution Function Approach," Econometrica 64 (1996), 597-622.
5. Bai, J., and S. Ng, "A Consistent Test for Conditional Symmetry of Time Series Models," Journal of Econometrics 103 (2001), 225-258, 2001.
6. Bera, A., and C. Jarque, "Model Specification Tests: A Simultaneous Approach," Journal of Econometrics 20 (1982), 59-82.
7. Bollerslev, T., "Generalized Autoregressive Conditional Heteroscedasticity," Journal of Econometrics 31 (1986), 307-327.
8. Brown, R. L., J. Durbin, and J. M. Evans, "Techniques for Testing the Constancy of Regression Relationships Over Time," Journal of Royal Statistical Society, Series B 37 (1975), 149-192.
9. Chan, K. S., "Consistency and Limiting Distribution of the Least Squares Estimator of a Continuous Autoregressive Model," Annals of Statistics 21 (1993), 520-533.
10. Diebold, F. X., T. Gunther, and A. Tay, "Evaluating Density Forecasts, with Applications to Financial Risk Management," International Economic Review 39 (1998), 863-883.
11. Durbin, J., "Weak Convergence of Sample Distribution Functions When Parameters Are Estimated," Annals of Statistics 1 (1973a), 279-290.
12. Durbin, J., Distribution Theory for Tests Based on Sample Distributions Function (J. W. Arrowsmith Ltd. England, 1973b).
13. Engle, R., "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica 50 (1982), 987-1006.
14. Fama, E., "The Behavior of Stock Market Prices," Journal of Business 38 (1965), 34-105.
15. Fan, Y. Q., "Testing the Goodness-of-Fit Test of a Parametric Density Function," Econometric Theory 10 (1994), 316-356.
16. Horowitz, J. L., and V. Spokoiny, "An Adaptive, Rate Optimal Test of a Parametric Mean-Regression Model against a Nonparametric Alternative, " Econometrica 689 (2001), 599-631.
17. Inoue, A., "A Conditional Goodness-of-Fit Test in Time Series, " Department of Economics manuscript, University of Pennsylvania (1997).
18. Khmaladze, E. V., "Martingale Approach in the Theory of Goodness-of-Fit Tests," XXVI (1981), 240-257.
19. n," Annals of Statistics 16 (1988), 1503-1516.
20. Khmaladze, E. V., "Goodness of Fit Problem and Scanning Innovation Martingales," Annals of Statistics 21 (1993), 798-829.
21. Koul, H. L., "Asymptotics of Some Estimators and Sequential Residual Empiricals in Nonlinear Time Series," Annals of Statistics 24 (1996), 380-404.
22. Koul, H. L., and W. Stute, "Nonparametric Model Checks for Time Series," Annals of Statistics 27 (1999), 204-236.
23. Lee, S. W., and B. E. Hansen, "Asymptotic Theory for the GARCH(1, 1) Quasi-Maximum Likelihood Estimator," Econometric Theory 10 (1994), 29-52.
24. Linton, O., and P. Gozalo, "Conditional Independence Restriction: Testing and Estimation," Department of Economics manuscript, Yale University (1996).
25. Loynes, R. M., "The Empirical Distribution Function of Residuals from Generalized Regression," Annals of Statistics 8 (1980), 285-298.
26. Lumsdaine, R., "Consistency and Asymptotic Normality of the Quasi-Maximum Likelihood Estimator in IGARCH(1, 1) and Covariance Stationary GARCH(1, 1) Models," Econometrica 64 (1996), 575-596.
27. Newey, W., and D. G. Steigerwald, "Asymptotic Bias for Quasi-Maximum Likelihood Estimators in Conditional Heteroskedasticity Models," Econometrica 65 (1997), 587-599.
28. Pareto, V., Cours d'Economie Politique, vol. 2 (Paris: F. Pichou, 1987).
29. Pollard, D., Convergence of Stochastic Processes (New York: Springer-Verlag, 1984).
30. Rosenblatt, M., "Remarks on a Multivariate Transformation," Annals of Mathematical Statistics 23 (1952), 470-472.
31. Sargan, J. D., "The Distribution of Wealth," Econometrica 25 (1957), 568-590.
32. Stinchcombe, M. B., and H. White, "Consistent Specification Testing with Unidentified Nuisance Parameters Using Duality and Banach Space Limit Theory," Department of Economics discussion paper 93-14 University of California, San Diego (1993).
33. Thompson, S., "Specification Tests for Continuous Time Models, " Department of Economics manuscript, Harvard University (2000).
34. Tong, H., Non-linear Time Series Analysis: A Dynamical System Approach (Oxford University Press, 1990).
35. Wooldridge, J., "A Unified Approach to Robust, Regression-Based Specification Tests," Econometric Theory 6 (1990), 17-43.
36. Zheng, J. X., "A Consistent Test of Conditional Parametric Distribution," Econometric Theory 16 (2000), 667-691.