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On robust testing for conditional heteroscedasticity in time series models

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  • Duchesne, Pierre

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Article provided by Elsevier in its journal Computational Statistics & Data Analysis.

Volume (Year): 46 (2004)
Issue (Month): 2 (June)
Pages: 227-256

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Handle: RePEc:eee:csdana:v:46:y:2004:i:2:p:227-256

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  1. Marc Hallin & Faouzi El Bantli, 2001. "Asymptotic behavior of M-estimators in AR(p) models under nonstandard conditions," ULB Institutional Repository 2013/2105, ULB -- Universite Libre de Bruxelles.
  2. van Dijk, Dick & Franses, Philip Hans & Lucas, Andre, 1999. "Testing for ARCH in the Presence of Additive Outliers," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 539-62, Sept.-Oct.
  3. Jiang, Jiancheng & Zhao, Quanshui & Hui, Yer Van, 2001. "Robust Modelling of ARCH Models," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 20(2), pages 111-33, March.
  4. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
  5. Nelson, Daniel B & Cao, Charles Q, 1992. "Inequality Constraints in the Univariate GARCH Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(2), pages 229-35, April.
  6. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
  7. Andrew C. Harvey, 1990. "The Econometric Analysis of Time Series, 2nd Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 026208189x, December.
  8. Sakata, Shinichi & White, Halbert, 2001. "S-estimation of nonlinear regression models with dependent and heterogeneous observations," Journal of Econometrics, Elsevier, vol. 103(1-2), pages 5-72, July.
  9. Dufour, J.M. & Roy, R., 1984. "Some Robust Exact Results on Sample Autocorrelations and Tests of Randomness," Cahiers de recherche 8412, Universite de Montreal, Departement de sciences economiques.
  10. Wooldridge, Jeffrey M., 1990. "A Unified Approach to Robust, Regression-Based Specification Tests," Econometric Theory, Cambridge University Press, vol. 6(01), pages 17-43, March.
  11. Robert F. Engle & David F. Hendry & David Trumble, 1985. "Small-Sample Properties of ARCH Estimators and Tests," Canadian Journal of Economics, Canadian Economics Association, vol. 18(1), pages 66-93, February.
  12. Pierre Duchesne, 2005. "Robust and powerful serial correlation tests with new robust estimates in ARX models," Journal of Time Series Analysis, Wiley Blackwell, vol. 26(1), pages 49-81, 01.
  13. Bollerslev, Tim & Chou, Ray Y. & Kroner, Kenneth F., 1992. "ARCH modeling in finance : A review of the theory and empirical evidence," Journal of Econometrics, Elsevier, vol. 52(1-2), pages 5-59.
  14. Potscher, Benedikt M. & Prucha, Ingmar R., 1986. "A class of partially adaptive one-step m-estimators for the non-linear regression model with dependent observations," Journal of Econometrics, Elsevier, vol. 32(2), pages 219-251, July.
  15. Chan, Wai-sum & Wei, William W. S., 1992. "A comparison of some estimators of time series autocorrelations," Computational Statistics & Data Analysis, Elsevier, vol. 14(2), pages 149-163, August.
  16. Lee, John H H & King, Maxwell L, 1993. "A Locally Most Mean Powerful Based Score Test for ARCH and GARCH Regression Disturbances," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(1), pages 17-27, January.
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Cited by:
  1. Grossi, Luigi & Laurini, Fabrizio, 2009. "A robust forward weighted Lagrange multiplier test for conditional heteroscedasticity," Computational Statistics & Data Analysis, Elsevier, vol. 53(6), pages 2251-2263, April.
  2. Fried, Roland, 2012. "On the online estimation of local constant volatilities," Computational Statistics & Data Analysis, Elsevier, vol. 56(11), pages 3080-3090.
  3. Caroni, C. & Karioti, V., 2004. "Detecting an innovative outlier in a set of time series," Computational Statistics & Data Analysis, Elsevier, vol. 46(3), pages 561-570, June.
  4. Boudt, Kris & Croux, Christophe, 2010. "Robust M-estimation of multivariate GARCH models," Computational Statistics & Data Analysis, Elsevier, vol. 54(11), pages 2459-2469, November.

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