Using the Penalized Likelihood Method for Model Selection with Nuisance Parameters Present only under the Alternative: An Application to Switching Regression Models
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DOI: 10.1111/j.1467-9892.2005.00443.x
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- PREMINGER, Arie & WETTSTEIN, David, 2005. "Using the penalized likelihood method for model selection with nuisance parameters present only under the alternative: an application to switching regression models," LIDAM Reprints CORE 1811, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
References listed on IDEAS
- Hansen, Bruce E, 1996.
"Erratum: The Likelihood Ratio Test under Nonstandard Conditions: Testing the Markov Switching Model of GNP,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(2), pages 195-198, March-Apr.
- Hansen, Bruce E, 1992. "The Likelihood Ratio Test under Nonstandard Conditions: Testing the Markov Switching Model of GNP," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(S), pages 61-82, Suppl. De.
- Hansen, Bruce E, 1996.
"Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis,"
Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
- Hansen, B.E., 1991. "Inference when a Nuisance Parameter is Not Identified Under the Null Hypothesis," RCER Working Papers 296, University of Rochester - Center for Economic Research (RCER).
- Tom Doan, "undated". "TAR: RATS procedure to estimate a threshold autoregression, tests for threshold effect," Statistical Software Components RTS00209, Boston College Department of Economics.
- Tom Doan, "undated". "RATS programs to replicate Hansen's threshold estimation and testing results," Statistical Software Components RTZ00091, Boston College Department of Economics.
- Nishii, R., 1988. "Maximum likelihood principle and model selection when the true model is unspecified," Journal of Multivariate Analysis, Elsevier, vol. 27(2), pages 392-403, November.
- Davidson, James, 2002.
"Establishing conditions for the functional central limit theorem in nonlinear and semiparametric time series processes,"
Journal of Econometrics, Elsevier, vol. 106(2), pages 243-269, February.
- Davidson, James, 2002. "Corrigendum to "Establishing conditions for the functional central limit theorem in nonlinear and semiparametric time series processes": [Journal of Econometrics 106 (2) (2002) 243-269]," Journal of Econometrics, Elsevier, vol. 110(1), pages 103-104, September.
- Sin, Chor-Yiu & White, Halbert, 1996. "Information criteria for selecting possibly misspecified parametric models," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 207-225.
- Davidson, James, 1994. "Stochastic Limit Theory: An Introduction for Econometricians," OUP Catalogue, Oxford University Press, number 9780198774037, Decembrie.
- White,Halbert, 1996.
"Estimation, Inference and Specification Analysis,"
Cambridge Books,
Cambridge University Press, number 9780521574464, Enero-Abr.
- White,Halbert, 1994. "Estimation, Inference and Specification Analysis," Cambridge Books, Cambridge University Press, number 9780521252805, September.
- Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
- Filippo Altissimo & Valentina Corradi, 2002.
"Bounds for inference with nuisance parameters present only under the alternative,"
Econometrics Journal, Royal Economic Society, vol. 5(2), pages 494-519, June.
- Altissimo, F. & Corradi, V., 2000. "Bounds for Inference with Nuisance Parameters Present only under the Alternative," Discussion Papers 0013, University of Exeter, Department of Economics.
- White, Halbert, 1983. "Corrigendum [Maximum Likelihood Estimation of Misspecified Models]," Econometrica, Econometric Society, vol. 51(2), pages 513-513, March.
- Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
- George Kapetanios, 2001.
"Model Selection in Threshold Models,"
Journal of Time Series Analysis, Wiley Blackwell, vol. 22(6), pages 733-754, November.
- Kapetanios, G., 1999. "Model Selection in Threshold Models," Cambridge Working Papers in Economics 9906, Faculty of Economics, University of Cambridge.
- Granger, Clive W. J. & King, Maxwell L. & White, Halbert, 1995. "Comments on testing economic theories and the use of model selection criteria," Journal of Econometrics, Elsevier, vol. 67(1), pages 173-187, May.
- Hansen, Bruce E., 1996.
"Stochastic Equicontinuity for Unbounded Dependent Heterogeneous Arrays,"
Econometric Theory, Cambridge University Press, vol. 12(2), pages 347-359, June.
- Bruce E. Hansen, 1994. "Stochastic Equicontinuity for Unbounded Dependent Heterogeneous Arrays," Boston College Working Papers in Economics 295., Boston College Department of Economics.
- Lam, Pok-sang, 1990. "The Hamilton model with a general autoregressive component: estimation and comparison with other models of economic time series : Estimation and comparison with other models of economic time series," Journal of Monetary Economics, Elsevier, vol. 26(3), pages 409-432, December.
- White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
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Cited by:
- Anna Conte & John D. Hey, 2018.
"Assessing multiple prior models of behaviour under ambiguity,"
World Scientific Book Chapters, in: Experiments in Economics Decision Making and Markets, chapter 7, pages 169-188,
World Scientific Publishing Co. Pte. Ltd..
- Anna Conte & John Hey, 2013. "Assessing multiple prior models of behaviour under ambiguity," Journal of Risk and Uncertainty, Springer, vol. 46(2), pages 113-132, April.
- Anna Conte & John D. Hey, 2012. "Assessing Multiple Prior Models of Behaviour under Ambiguity," Discussion Papers 12/01, Department of Economics, University of York.
- Ana Conte & John D. Hey, 2012. "Assessing Multiple Prior Models of Behaviour under Ambiguity," Jena Economics Research Papers 2011-068, Friedrich-Schiller-University Jena.
- Preminger, Arie & Franck, Raphael, 2007.
"Forecasting exchange rates: A robust regression approach,"
International Journal of Forecasting, Elsevier, vol. 23(1), pages 71-84.
- PREMINGER, Arie & FRANCK, Raphael, 2005. "Forecasting exchange rates: a robust regression approach," LIDAM Discussion Papers CORE 2005025, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- PREMINGER, Arie & FRANCK, Raphael, 2007. "Forecasting exchange rates: a robust regression approach," LIDAM Reprints CORE 1917, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- PREMINGER, Arie & HAFNER, Christian, 2006.
"Deciding between GARCH and stochastic volatility via strong decision rules,"
LIDAM Discussion Papers CORE
2006042, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Hafner, C. & Preminger, A., 2010. "Deciding between GARCH and Stochastic Volatility via Strong Decision Rules," LIDAM Reprints ISBA 2010032, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Jiménez-Gamero, M.D. & Pino-Mejías, R. & Alba-Fernández, V. & Moreno-Rebollo, J.L., 2011. "Minimum [phi]-divergence estimation in misspecified multinomial models," Computational Statistics & Data Analysis, Elsevier, vol. 55(12), pages 3365-3378, December.
- repec:bgu:wpaper:0603 is not listed on IDEAS
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