نتایج جستجو برای: model state space models

تعداد نتایج: 3546977  

Journal: :IEEE Transactions on Signal Processing 2022

State-space models (SSM) are central to describe time-varying complex systems in countless signal processing applications such as remote sensing, networks, biomedicine, and finance name a few. Inference prediction SSMs possible when the model parameters known, which is rarely case. The estimation of these crucial, not only for performing statistical analysis, but also uncovering underlying stru...

1995
Christopher I. Connolly J. Brian Burns

Journal: :Computers & Mathematics with Applications 1989

Journal: :Journal of Statistical Software 2017

Journal: :Stochastic Processes and their Applications 2023

In this paper, we consider function-indexed normalized weighted integrated periodograms for equidistantly sampled multivariate continuous-time state space models which are ARMA processes. Thereby, the sampling distance is fixed and driving Lévy process has at least a finite fourth moment. Under different assumptions on function moments of derive central limit theorem periodogram. Either assumpt...

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