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- W2654030101 abstract "In the preliminary data analysis of the identification procedure some statistical methods are necessary to decide first on the linear or nonlinear character of the systems. This decision land the nonlinear structure estimation/ is possible only by statistical evaluation of the observed input/output data of the dynamic systems using measures of nonlinearity and tests for linearity. The main purpose of this paper is to derive new test methods for checking the linear and bi-linear character of dynamic systems in the case of the Gaussian stationary /ARMA/ input processes. The paper deals with the relationship between the above test methods and estimations for measures of nonlinearity. Using these tests and measures one can distinguish among nonlinear model structures represented by Volterra and Zadeh functional series of different orders." @default.
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- W2654030101 date "1985-07-01" @default.
- W2654030101 modified "2023-09-27" @default.
- W2654030101 title "Tests for Linearity and Bilinearity of Dynamic Systems" @default.
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- W2654030101 doi "https://doi.org/10.1016/s1474-6670(17)60597-4" @default.
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