Sentence examples for using the overall model from inspiring English sources

The VIF of the variable (v_{i}) is obtained by, first, performing linear regression with (v_{i}) as dependent variable and the other variables as independent ones (v_{1}, v_{i}-1, v_{i}+1, ldots, v_{n}), and, second, by using the overall model fit (i.e., (R^{2}) value) obtained at the previous step in the following formula: mathrm{VIF}=frac{1}{1-R^{2}}.

As SOD runs like a mirror image to the horizontal compared to GSH-PX and catalase, the inverse (complementary value to 1) of the Rf-value has been used in the overall model for SOD.

We created zero-inflated negative-binomial random-effects models using the overall days-lost as outcome.

A change in gas flow rate caused by the chemical reaction is modeled using the overall gas mass balance.

The total monthly cost of SoC has been modeled using the overall proportions of patients using each SoC therapy based on local experts opinion, the mean daily dose for each drug as it was reported by local experts and the relevant drug prices (calculated as the cost per mg) (Additional file 1, Table  2).

Standard care drug costs have been modelled using the overall proportions of patients using each therapeutic class and the mean daily dose for each drug as obtained from the 3 local experts and the relevant drug acquisition cost, calculated as mentioned above.

Although in classical logistic regression it is possible to prune variables which prove to be of limited use in the overall model it is much harder to do this for the neural network model and the entire historically developed question set is therefore still collected.

But they are used so that the overall model can be hoped to get things right.

Likelihood ratios were used to determine the overall model significance of final regression models.

Tests were used to verify the overall model on a macroscopic basis.

From these, the best-matching cross-linking constraints and PEC surface complementarity, was used to complete the overall model of PTP-SL (aa147 549).