Estimation and forecasting in large datasets with conditionally heteroskedastic dynamic common factors
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Note: 1023254
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Cited by:
- Marc Hallin & Luis K. Hotta & João H. G Mazzeu & Carlos Cesar Trucios-Maza & Pedro L. Valls Pereira & Mauricio Zevallos, 2019.
"Forecasting Conditional Covariance Matrices in High-Dimensional Time Series: a General Dynamic Factor Approach,"
Working Papers ECARES
2019-14, ULB -- Universite Libre de Bruxelles.
- Trucíos Maza, Carlos César & Mazzeu, João H. G. & Hallin, Marc & Hotta, Luiz Koodi & Pereira, Pedro L. Valls & Zevallos, Mauricio, 2019. "Forecasting conditional covariance matrices in high-dimensional time series: a general dynamic factor approach," Textos para discussão 505, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
- Claudio Morana, 2010. "Heteroskedastic Factor Vector Autoregressive Estimation of Persistent and Non Persistent Processes Subject to Structural Breaks," ICER Working Papers - Applied Mathematics Series 36-2010, ICER - International Centre for Economic Research.
- Visar Malaj & Arben Malaj, 2015. "Long Memory Volatility Models in R: Application to a Regional Blue Chips Index," European Journal of Interdisciplinary Studies Articles, Revistia Research and Publishing, vol. 1, May - Aug.
- Chevallier, Julien, 2011.
"Macroeconomics, finance, commodities: Interactions with carbon markets in a data-rich model,"
Economic Modelling, Elsevier, vol. 28(1), pages 557-567.
- Chevallier, Julien, 2011. "Macroeconomics, finance, commodities: Interactions with carbon markets in a data-rich model," Economic Modelling, Elsevier, vol. 28(1-2), pages 557-567, January.
- Julien Chevallier, 2011. "Macroeconomics, finance, commodities: Interactions with carbon markets in a data-rich model," Post-Print hal-00991961, HAL.
- Aramonte, Sirio & Giudice Rodriguez, Marius del & Wu, Jason, 2013.
"Dynamic factor Value-at-Risk for large heteroskedastic portfolios,"
Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4299-4309.
- Sirio Aramonte & Marius del Giudice Rodriguez & Jason J. Wu, 2011. "Dynamic factor value-at-risk for large, heteroskedastic portfolios," Finance and Economics Discussion Series 2011-19, Board of Governors of the Federal Reserve System (U.S.).
- Barigozzi, Matteo & Hallin, Marc, 2017.
"Generalized dynamic factor models and volatilities: estimation and forecasting,"
Journal of Econometrics, Elsevier, vol. 201(2), pages 307-321.
- Matteo Barigozzi & Marc Hallin, 2015. "Generalized Dynamic Factor Models and Volatilities: Estimation and Forecasting," Working Papers ECARES ECARES 2015-22, ULB -- Universite Libre de Bruxelles.
- Barigozzi, Matteo & Hallin, Marc, 2017. "Generalized dynamic factor models and volatilities estimation and forecasting," LSE Research Online Documents on Economics 67455, London School of Economics and Political Science, LSE Library.
- Trucíos, Carlos & Mazzeu, João H.G. & Hotta, Luiz K. & Valls Pereira, Pedro L. & Hallin, Marc, 2021.
"Robustness and the general dynamic factor model with infinite-dimensional space: Identification, estimation, and forecasting,"
International Journal of Forecasting, Elsevier, vol. 37(4), pages 1520-1534.
- Trucíos Maza, Carlos César & Mazzeu, João H. G. & Hotta, Luiz Koodi & Pereira, Pedro L. Valls & Hallin, Marc, 2020. "Robustness and the general dynamic factor model with infinite-dimensional space: identification, estimation, and forecasting," Textos para discussão 521, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
- Hallin, Marc & Mathias, Charles & Pirotte, Hugues & Veredas, David, 2011.
"Market liquidity as dynamic factors,"
Journal of Econometrics, Elsevier, vol. 163(1), pages 42-50, July.
- Marc Hallin & Charles Mathias & Hugues Pirotte & David Veredas, 2011. "Market liquidity as dynamic factors," Working Papers ECARES 163, 42-50, ULB -- Universite Libre de Bruxelles.
- Barigozzi, Matteo & Brownlees, Christian & Gallo, Giampiero M. & Veredas, David, 2014.
"Disentangling systematic and idiosyncratic dynamics in panels of volatility measures,"
Journal of Econometrics, Elsevier, vol. 182(2), pages 364-384.
- Matteo Barigozzi & Christian T. Brownlees & Giampiero M. Gallo & David Veredas, 2014. "Disentangling Systematic and Idiosyncratic Dynamics in Panels of Volatility Measures," Econometrics Working Papers Archive 2014_02, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti", revised Feb 2014.
More about this item
Keywords
Conditional Covariance; dynamic factor models; inflation forecasting; multivariate GARCH; Volatility Forecasting.;All these keywords.
JEL classification:
- C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2009-12-11 (Econometrics)
- NEP-ETS-2009-12-11 (Econometric Time Series)
- NEP-FOR-2009-12-11 (Forecasting)
- NEP-ORE-2009-12-11 (Operations Research)
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