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Exact(7)
The model order for the dynamical component in (1) was defined by the Akaike information criterion.
In [8] and many other references, AIC is also applied to determine the model order for subspace identification method.
The choice of the AR model order for each sequence is made from the Akaike information criterion (AIC).
Usually, AIC [11,27] and BIC [12] are used to determine the model order for ARMA or ARMAX model.
Furthermore, it is shown, how the developed criterion can be used to automatically find an appropriate model order for any given impedance spectrum.
On average over the whole sample, the minimum of the SBC function was located at P = 6 which was then taken as the model order for all subjects.
Similar(53)
Model orders of both models are equal to as compared to a FDLP model order of for the nontonal signals.
By combining the variance estimate in (101) with (85), we obtain the following fundamental frequency estimator for the case of unknown model orders (for L k > 0): (102).
When a minimum is not reached and the BIC/AIC does not show substantial decreases at higher orders, as here, model orders for EEG are usually chosen over a range (Brovelli et al., 2004; Staudigl et al., 2012).
For the AR estimator, the estimated model order M for the minimum error is presented.
These five structures were robust against model order selection for ICA.
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