Bayesian Inference of State Space Models

2021 ◽  
Author(s):  
Kostas Triantafyllopoulos
Keyword(s):  
Bayesian Inference ◽  
State Space ◽  
State Space Models

scholarly journals Bayesian Inference in Non-Markovian State-Space Models With Applications to Battery Fractional-Order Systems

2018 ◽  
Vol 26 (2) ◽  
pp. 497-506 ◽  
Author(s):  
Pierre E. Jacob ◽  
Seyed Mohammad Mahdi Alavi ◽  
Adam Mahdi ◽  
Stephen J. Payne ◽  
David A. Howey
Keyword(s):  
Bayesian Inference ◽  
State Space ◽  
Fractional Order ◽  
State Space Models ◽  
Fractional Order Systems

scholarly journals Bayesian inference in nonparametric dynamic state-space models

2014 ◽  
Vol 21 ◽  
pp. 35-48 ◽  
Author(s):  
Anurag Ghosh ◽  
Soumalya Mukhopadhyay ◽  
Sandipan Roy ◽  
Sourabh Bhattacharya
Keyword(s):  
Bayesian Inference ◽  
State Space ◽  
State Space Models ◽  
Dynamic State

PySSM: APythonModule for Bayesian Inference of Linear Gaussian State Space Models

2014 ◽  
Vol 57 (6) ◽  
Author(s):  
Christopher M. Strickland ◽  
Robert L. Burdett ◽  
Kerrie L. Mengersen ◽  
Robert J. Denham
Keyword(s):  
Bayesian Inference ◽  
State Space ◽  
State Space Models ◽  
Gaussian State

scholarly journals Variational Bayesian inference of linear state space models

2019 ◽  
Vol 2019 (23) ◽  
pp. 8531-8534
Author(s):  
Chuanchao Pan ◽  
Jingzhuo Wang ◽  
Zijian Dong
Keyword(s):  
Bayesian Inference ◽  
State Space ◽  
State Space Models ◽  
Variational Bayesian ◽  
Variational Bayesian Inference ◽  
Linear State
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