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A Markov-Chain Sampling Algorithm for GARCH Models
Nakatsuma, Teruo - In: Studies in Nonlinear Dynamics & Econometrics 3 (1998) 2
This paper describes a GAUSS program of a Markov-chain sampling algorithm for GARCH models proposed by Nakatsuma (1998 …). This algorithm allows us to generate Monte Carlo samples of parameters in a GARCH model from their joint posterior … distribution. The samples obtained by this algorithm are used for Bayesian analysis of the GARCH model. As numerical examples …
Persistent link: https://www.econbiz.de/10014620814
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Adverse selection, moral hazard and the demand for Medigap insurance
Keane, Michael P.; Stavrunova, Olena - In: Journal of econometrics 190 (2016) 1, pp. 62-78
Persistent link: https://www.econbiz.de/10011591615
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Threshold stochastic conditional duration model for financial transaction data
Men, Zhongxian; Kolkiewicz, Adam W.; Wirjanto, Tony S. - In: Journal of risk and financial management : JRFM 12 (2019) 2/88, pp. 1-21
This paper proposes a variant of a threshold stochastic conditional duration (TSCD) model for financial data at the transaction level. It assumes that the innovations of the duration process follow a threshold distribution with a positive support. In addition, it also assumes that the latent...
Persistent link: https://www.econbiz.de/10012022077
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Bayesian estimation of the GARCH(1,1) model with student-t innovations
Ardia, David; Hoogerheide, Lennart F. - 2010
parsimonious and effective GARCH(1,1) model with Student-t innovations. The estimation procedure is fully automatic and thus avoids …
Persistent link: https://www.econbiz.de/10011380176
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Efficient Bayesian estimation and combination of GARCH-type models
Ardia, David; Hoogerheide, Lennart F. - 2010 - This version: January 22, 2010
This paper proposes an up-to-date review of estimation strategies available for the Bayesian inference of GARCH … empirical application to S&P index log-returns. Several non-nested GARCH-type models are estimated and combined to predict the …
Persistent link: https://www.econbiz.de/10011380465
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A Bayesian method of change-point estimation with recurrent regimes : application to GARCH models
Bauwens, Luc; De Backer, Bruno; Dufays, Arnaud - In: Journal of empirical finance 29 (2014), pp. 207-229
Persistent link: https://www.econbiz.de/10011300484
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Daily exchange rate behaviour and hedging of currency risk
Bos, Charles S.; Mahieu, Ronald J.; Dijk, Herman K. van - 2001
methods. The effects ofseveral modelcharacteristics (unit roots, GARCH, stochastic volatility, heavy taileddisturbance …
Persistent link: https://www.econbiz.de/10011313921
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Marginal likelihood for Markov-switching and change-point GARCH models
Bauwens, Luc; Dufays, Arnaud; Rombouts, Jeroen V. K. - In: Journal of econometrics 178 (2014) 1, pp. 508-522
Persistent link: https://www.econbiz.de/10010256919
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Bayesian unit root test in double threshold heteroskedastic models
Chen, Cathy W. S.; Chen, Shu-yu; Lee, Sangyeol - In: Computational economics 42 (2013) 4, pp. 471-490
Persistent link: https://www.econbiz.de/10010249863
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New volatility models under a Bayesian perspective : a case study
Cuervo, Edilberto Cepeda; Achcar, Jorge Alberto; … - In: Economia aplicada : EA 18 (2014) 2, pp. 179-197
Persistent link: https://www.econbiz.de/10011449738