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The GAM was fit with a normal distribution, the log link, and the default variance function.
The default variance of 5% leads to discarding all features that have different values in at most two strains for the L. plantarum dataset (see threshold guide available at PhenoLink website).
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Stata's default svy variance estimator, the linearized variance estimator, was used to compute standard errors [ 33].
The default power variance function was used, which sets the family of variance functions h μ i ; θ 1 ; θ 2 to θ 1 μ i θ 2. The variance functions include the Poisson, gamma and inverse Gaussian variance functions as special cases [ 50]; as with linear OLS, where λ = 1 and θ 2 = 0 [ 51].
Systemic risk was studied by shocking the system and computing the average number of defaults, its variance, and distribution.
The number of defaults corresponding to the greatest price-payment equilibrium was analyzed in several comparative case studies for both simple Erdös Rényi and more realistic core-periphery and multi-layer random networks: (i) Systemic risk was studied by shocking the system and computing the average number of defaults, its variance, and distribution.
American media at large treats whiteness as a default, and variances from that perspective are rarely as textured as I want them to be as a viewer".
In many SEM packages (e.g., Mplus, Muthén and Muthén 1998) the latent mean of η g is fixed to zero by default, whereas the variance of (eta_{g}) is freely estimated in all groups.
An example of the tokenization is provided in Figure 2. We used the IOB label set with only one entity label ("CHEMICAL"), a CRF order of 1, and L2 regularization using the default Gaussian prior variance, 1.0.
To reduce the bit rate, certain frames are dropped based on the decision of our algorithm and they are reproduced using Wyner-Ziv coding with default hash and variance methods, to produce high accuracy.
In the R package MCMCglmm, by default the residual variance should be explicitly specified for random effects models.
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Justyna Jupowicz-Kozak
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