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A class of adaptive importance sampling weighted EM algorithms for efficient and robust posterior and predictive simulation
Hoogerheide, Lennart; Opschoor, Anne; Dijk, Herman K. van - 2012
Persistent link: https://www.econbiz.de/10009722688
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Predicting time-varying parameters with parameter-driven and observation-driven models
Koopman, Siem Jan; Lucas, André; Scharth, Marcel - 2012
Persistent link: https://www.econbiz.de/10009722696
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Fast efficient importance sampling by state space methods
Koopman, Siem Jan; Nguyen, Thuy Minh - 2012
Persistent link: https://www.econbiz.de/10009722707
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A forty year assessment of forecasting the boat race
Mesters, Geert; Koopman, Siem Jan - 2012
Persistent link: https://www.econbiz.de/10009722947
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The r package MitISEM : mixture of student-t distributions using importance sampling weighted expectation maximization for efficient and robust simulation
Basturk, Nalan; Hoogerheide, Lennart; Opschoor, Anne; … - 2012
Persistent link: https://www.econbiz.de/10009722972
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Models with time-varying mean and variance : a robust analysis of US industrial production
Bos, Charles S.; Koopman, Siem Jan - 2010
Persistent link: https://www.econbiz.de/10003973299
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A dynamic multivariate heavy-tailed model for time-varying volatilities and correlations
Creal, Drew; Koopman, Siem Jan; Lucas, André - 2010
Persistent link: https://www.econbiz.de/10003973316
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Likelihood-based analysis for dynamic factor models
Jungbacker, Borus; Koopman, Siem Jan - 2008
Persistent link: https://www.econbiz.de/10003645197
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An hourly periodic state space model for modelling French national electricity load
Dordonnat, V.; Koopman, Siem Jan; Ooms, Marius; … - 2008
Persistent link: https://www.econbiz.de/10003645204
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Seasonality with trend and cycle interactions in unobserved components models
Koopman, Siem Jan; Lee, Kai Ming - 2008
Persistent link: https://www.econbiz.de/10003706010