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Only descriptors with significant coefficients at an alpha level of 0.05 are allowed into the model.
We used a restrictive α value (α < 0.05) for which a given variable was allowed into the model and selected only final models that explained at least 20% of the dataset variance (R > 0.20) with a P value of the regression ANOVA less than 0.01.
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As there was a significant difference in mean rates of patient-reported statin use between the two countries, a "country" variable was also allowed into the overall model.
As there was a significant difference in mean rates of patient reported foot inspection between the two countries, a "country" variable was allowed into the overall model.
We tried to reduce and characterize this problem by limiting the number of parameters allowed into the expanded models by using the AIC and SBC criteria and by presenting our R, RMS, and relative RMS errors as averages given by the jackknife method.
When more orthogonal components were allowed into the OPLS-R model, the dark roast again shifted to a higher caffeine concentration, beautifully indicating the presence of slight overfitting (data not shown).
When India's economy was liberalised in the early 1990s, global carmakers and their latest models were allowed into the country for the first time.
Complex block shapes are obtained by assembling the elementary blocks into macroblocks, allowing the model to be applied in various situations ranging from equivalent continuum to fully discontinuum analysis.
This platform integrates individualized prediction models directly into the testing software, allowing the model to learn the sleep-loss phenotype of each subject in order to customize and improve the accuracy of predictions.
Modeling the cofactor as a condition which spreads as a direct rate, instead of a density-dependant contact rate, would allow the model to take into account cofactors such as malnutrition or genetic variability, for example.
The new formulation also allows the model to be readily incorporated into a Gaussian mixture model (GMM) for speaker recognition.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com