A Markov-Chain Sampling Algorithm for GARCH Models
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DOI: 10.2202/1558-3708.1043
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Cited by:
- Song, Zefang & Song, Xinyuan & Li, Yuan, 2023. "Bayesian Analysis of ARCH-M model with a dynamic latent variable," Econometrics and Statistics, Elsevier, vol. 28(C), pages 47-62.
- Jan Henneke & Svetlozar Rachev & Frank Fabozzi & Metodi Nikolov, 2011. "MCMC-based estimation of Markov Switching ARMA-GARCH models," Applied Economics, Taylor & Francis Journals, vol. 43(3), pages 259-271.
- Billio, Monica & Casarin, Roberto & Osuntuyi, Anthony, 2016.
"Efficient Gibbs sampling for Markov switching GARCH models,"
Computational Statistics & Data Analysis, Elsevier, vol. 100(C), pages 37-57.
- Monica Billio & Roberto Casarin & Anthony Osuntuyi, 2012. "Efficient Gibbs Sampling for Markov Switching GARCH Models," Working Papers 2012:35, Department of Economics, University of Venice "Ca' Foscari".
- David Ardia & Lennart F. Hoogerheide, 2010. "Bayesian Estimation of the GARCH(1,1) Model with Student-t Innovations," Tinbergen Institute Discussion Papers 10-045/4, Tinbergen Institute.
- Billio, Monica & Casarin, Roberto & Osuntuyi, Anthony, 2018.
"Markov switching GARCH models for Bayesian hedging on energy futures markets,"
Energy Economics, Elsevier, vol. 70(C), pages 545-562.
- Roberto Casarin & Monica Billio & Anthony Osuntuyi, 2014. "Markov Switching GARCH models for Bayesian Hedging on Energy Futures Markets," Working Papers 2014:07, Department of Economics, University of Venice "Ca' Foscari".
- Bernardi, Mauro & Costola, Michele, 2019. "High-dimensional sparse financial networks through a regularised regression model," SAFE Working Paper Series 244, Leibniz Institute for Financial Research SAFE.
- Oscar Andrés Espinosa Acuna & Paola Andrea Vaca González, 2017. "Ajuste de modelos garch clásico y bayesiano con innovaciones t—student para el índice COLCAP," Revista de Economía del Caribe 17172, Universidad del Norte.
- Sarantis Tsiaplias, 2007. "A Metropolis-in-Gibbs Sampler for Estimating Equity Market Factors," Melbourne Institute Working Paper Series wp2007n18, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- David Ardia & Lennart F. Hoogerheide, 2010.
"Efficient Bayesian Estimation and Combination of GARCH-Type Models,"
Tinbergen Institute Discussion Papers
10-046/4, Tinbergen Institute.
- Ardia, David & Hoogerheide, Lennart F., 2010. "Efficient Bayesian estimation and combination of GARCH-type models," MPRA Paper 22919, University Library of Munich, Germany.
- Martin Magris & Alexandros Iosifidis, 2023. "Variational Inference for GARCH-family Models," Papers 2310.03435, arXiv.org.
- Rodríguez Bernal, M. T. & Romero, Eva, 2013. "Data cloning estimation of GARCH and COGARCH models," DES - Working Papers. Statistics and Econometrics. WS ws132723, Universidad Carlos III de Madrid. Departamento de EstadÃstica.
- Oscar Andrés Espinosa Acuna & Paola Andrea Vaca González, 2017. "Ajuste de modelos garch clásico y bayesiano con innovaciones t—student para el índice COLCAP," Revista de Economía del Caribe 17147, Universidad del Norte.
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Keywords
Bayesian inference; GARCH; Markov-chain Monte Carlo; Metropolis-Hastings algorithm;All these keywords.
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