Maximum Likelihood Estimation of State-Space Models

Springer Series in Statistics - An Introduction to Sequential Monte Carlo ◽

10.1007/978-3-030-47845-2_14 ◽

2020 ◽

pp. 251-277

Author(s):

Nicolas Chopin ◽

Omiros Papaspiliopoulos

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

State Space ◽

Likelihood Estimation ◽

State Space Models

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Maximum Likelihood estimation of state space models from frequency domain data

2007 European Control Conference (ECC) ◽

10.23919/ecc.2007.7068439 ◽

2007 ◽

Author(s):

Adrian Wills ◽

Brett Ninness ◽

Stuart Gibson

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

State Space ◽

Frequency Domain ◽

Likelihood Estimation ◽

State Space Models

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Quasi-maximum likelihood estimation for cointegrated continuous-time linear state space models observed at low frequencies

Electronic Journal of Statistics ◽

10.1214/19-ejs1636 ◽

2019 ◽

Vol 13 (2) ◽

pp. 5151-5212 ◽

Author(s):

Vicky Fasen-Hartmann ◽

Markus Scholz

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

State Space ◽

Continuous Time ◽

Likelihood Estimation ◽

State Space Models ◽

Low Frequencies ◽

Quasi Maximum Likelihood ◽

Linear State ◽

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Extensions to the invariance property of maximum likelihood estimation for affine‐transformed state‐space models

Journal of Time Series Analysis ◽

10.1111/jtsa.12571 ◽

2020 ◽

Author(s):

Adrian Pizzinga ◽

Marcelo Fernandes

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

State Space ◽

Likelihood Estimation ◽

State Space Models ◽

Invariance Property

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Maximum Likelihood Estimation of Parameters in State-Space Models

Modeling and Control of Economic Systems 2001 ◽

10.1016/b978-008043858-0/50018-8 ◽

2003 ◽

pp. 105-109

Author(s):

Jan Vlček

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

State Space ◽

Likelihood Estimation ◽

State Space Models ◽

Estimation Of Parameters

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Bootstrapping State-Space Models: Gaussian Maximum Likelihood Estimation and the Kalman Filter

Journal of the American Statistical Association ◽

10.1080/01621459.1991.10475148 ◽

1991 ◽

Vol 86 (416) ◽

pp. 1024-1033 ◽

Author(s):

David S. Stoffer ◽

Kent D. Wall

Keyword(s):

Kalman Filter ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

State Space ◽

Likelihood Estimation ◽

State Space Models

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Maximum Likelihood Estimation of State-Space Models

SSRN Electronic Journal ◽

10.2139/ssrn.2161561 ◽

2012 ◽

Author(s):

Florian Chevassu ◽

Juan-Pablo Ortega

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

State Space ◽

Likelihood Estimation ◽

State Space Models

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Fast simulated annealing in Rd with an application to maximum likelihood estimation in state-space models

Stochastic Processes and their Applications ◽

10.1016/j.spa.2008.09.007 ◽

2009 ◽

Vol 119 (6) ◽

pp. 1912-1931 ◽

Author(s):

Sylvain Rubenthaler ◽

Tobias Rydén ◽

Magnus Wiktorsson

Keyword(s):

Simulated Annealing ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

State Space ◽

Likelihood Estimation ◽

State Space Models

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Maximum Likelihood Estimation of Parameters in State-Space Models

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)33048-3 ◽

2001 ◽

Vol 34 (20) ◽

pp. 105-109

Author(s):

Jan Vlček

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

State Space ◽

Likelihood Estimation ◽

State Space Models ◽

Estimation Of Parameters

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Exact initial conditions for maximum likelihood estimation of state space models with stochastic inputs

Economics Letters ◽

10.1016/s0165-1765(97)00180-8 ◽

1997 ◽

Vol 57 (3) ◽

pp. 261-267 ◽

Author(s):

José Casals ◽

Sonia Sotoca

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

State Space ◽

Initial Conditions ◽

Likelihood Estimation ◽

State Space Models ◽

Stochastic Inputs

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Maximum Likelihood Estimation of State Space Models From Frequency Domain Data

IEEE Transactions on Automatic Control ◽

10.1109/tac.2008.2009485 ◽

2009 ◽

Vol 54 (1) ◽

pp. 19-33 ◽

Author(s):

Adrian Wills ◽

Brett Ninness ◽

Stuart Gibson

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

State Space ◽

Frequency Domain ◽

Likelihood Estimation ◽

State Space Models

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