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Including effects of dam identity/common rearing environment experienced by full sibs decreased model fit, suggesting that early social interactions might contribute to behavioural types.
Next, we tested whether estimating the direct path significantly decreased model fit.
Duration of sex work and establishment type were excluded from the final models because the variables were insignificant in bivariate and multivariate regressions and decreased model fit based on the AIC and Hosmer Lemeshow tests.
One reason for this situation might be that our TMD cases only used sleep medication rarely and this item had the lowest correlation with the latent factor and consequently a decreased model fit.
Excluding people with de novo detected type 2 diabetes and/or CKD at baseline decreased model discrimination for the composite outcome to area under the ROC curve 0.79 [0.77–0.81] in both males and females.
These factors may have decreased model precision and could lead to small differential misclassification, overestimating heavier children's blood concentrations and resulting in a positive bias (in this case toward the null).
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Zoning is performed during model creation to decrease model complexity.
Now, we have a flat impulse response instead of usual exponentially decreasing model.
An efficient input selection technique is crucial for decreasing model data requirements.
Further reducing the number of contexts decreases model fit.
We propose a practical diagnosis model having only a few variables, which decreases model complexity.
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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