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Nonlinearity test for complex time series without surrogates

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The linear or nonlinear nature of a dynamical system is often evaluated by applying nonlinearity tests to an experimental time series that is typically the only observable output of the system. The most widely used nonlinearity test is the method of surrogates... ...