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Titlebook: Combined Parametric-Nonparametric Identification of Block-Oriented Systems; Grzegorz Mzyk Book 2014 Springer International Publishing Swit

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Snake Charming - The Musical Pythonss generates parametrized learning sequence through the values on the same grid of points. Next, for each class, the optimal parameters are computed by the least squares method. Finally, the nearest neighbour approach is applied for the selection of the best model in the mean square sense.
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Structure Detection and Model Order Selection,ss generates parametrized learning sequence through the values on the same grid of points. Next, for each class, the optimal parameters are computed by the least squares method. Finally, the nearest neighbour approach is applied for the selection of the best model in the mean square sense.
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Book 2014 includes various interconnections of linear dynamic blocks and static nonlinear elements, e.g., Hammerstein system, Wiener system, Wiener-Hammerstein ("sandwich") system and additive NARMAX systems with feedback. Interconnecting signals are not accessible for measurement. The combined parametric-no
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Introduction,d, to reduce the bias of least squares estimate for correlated disturbances. In the whole book we deal with the time-domain methods. We refer the readers interested in frequency-domain modeling to [120], [109], and [76].
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