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State Space Models

1998
In Chapter 1 we argued that mathematical models obtained from first principles usually contain latent variables. Up to now these latent variables did not enter the mathematical development. In Chapters 5 and 6 latent variable systems will be pursued in full generality. In the present chapter we discuss a special and important class of latent variables,
Jan Willem Polderman, Jan C. Willems
openaire   +1 more source

State-Space Model

2021
This chapter mentions the stochastic model and defines the state-space model as a stochastic model. We also explain the features and classification of the state-space model.
openaire   +1 more source

State Space Models

2017
The state space model is a very general model, mostly used to specify structural time-series models. Structural time-series models explicitly specify trends and seasonality along with other relevant influences. Under the classical Box-Jenkins time-series approach, in contrast, trends and seasonal influences are removed before estimating the core model.
openaire   +2 more sources

A new online modelling method for aircraft engine state space model

Chinese Journal of Aeronautics, 2020
Qiuhong Li, Shuwei Pang
exaly  

Properties of State–Space Models

2009
M. Sami Fadali, Antonio Visioli
openaire   +1 more source

On Particle Methods for Parameter Estimation in State-Space Models

Statistical Science, 2015
Jan Maciejowski   +2 more
exaly  

Monte Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space Models

Journal of Computational and Graphical Statistics, 1996
Genshirō Kitagawa
exaly  

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