نتایج جستجو برای: smoothing method

تعداد نتایج: 1643285  

Journal: :Computational Statistics & Data Analysis 2017
Ivan Gorynin Stéphane Derrode Emmanuel Monfrini Wojciech Pieczynski

Statistical smoothing in general non-linear non-Gaussian systems is a challenging problem. A new smoothing method based on approximating the original system by a recent switching model has been introduced. Such switching model allows fast and optimal smoothing. The new algorithm is validated through an application on stochastic volatility and dynamic beta models. Simulation experiments indicate...

2003
Rob J. Hyndman Muhammad Akram

In this article we discuss invertibility conditions for some state space models, including the models that underly simple exponential smoothing, Holt’s linear method, Holt-Winters’ additive method and damped trend versions of Holt’s and Holt-Winters’ methods. The parameter space for which the model is invertible is compared to the usual parameter regions. We find that the usual parameter restri...

Journal: :Journal of Computational and Applied Mathematics 2002

Journal: :Journal of the Japan society of photogrammetry and remote sensing 1995

Journal: :Research Bulletin of the National Technical University of Ukraine "Kyiv Polytechnic Institute" 2016

Journal: :TELKOMNIKA (Telecommunication Computing Electronics and Control) 2016

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