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Table 3. Summary of the quality metrics for the Standard Model (Section 3.1) for all model coefficients given in the geographic frame.
Both predictions were made using Eq. (2) with δt = 4 years and c = 1 where now stands for the 2005 IGRF-10 field coefficients and for the secular variation model coefficients given by either IGRF-10 up to degree 8 (first prediction) or EIGRF up to degree 13 (second prediction).
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Sets of model coefficients are given for a range of possible gas tracers.
The transform is estimated to maximize the likelihood of the transformed coefficients given a model of clean speech coefficients.
After performing PCA on X, the second step in PCR consist of the linear regression between the scores and the response matrix Y, which is modeled by with the regression coefficients given by The Lasso is a shrinkage and selection method for linear regression.
We chose to analyze this model in a Bayesian framework, which meant that we had to explore the distribution of the admixture coefficients, given the data.
Using a mixture of GEK models to approximate the drag coefficients gives approximation errors of less than 5% with fewer than 150 samples, whereas the adaptive sampling fails to converge when training a global model.
Finally, the TOPS-MODE approach permitted to find the contribution of different fragments to the permeability coefficients giving to the model a straightforward structural interpretability.
The wavelet coefficients statistical models which exploit the dependence between coefficients give better results compared to the ones using an independent assumption [5, 6, 8, 9].
Nomenclature of different model coefficients and parameters is given in Table 1.
Considering sixth-order autoregressive (AR) system, in [7], AR model coefficients are extracted from given EEG data and used for mental task classification.
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Justyna Jupowicz-Kozak
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