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Varying the change points for nematodes exposed to different chlorpyrifos concentrations did not improve the model fit; therefore change points were held constant for all concentrations at 3.83 and 6.04 for log(EXT) and at 4.04 and 5.28 for log(TOF).
Plasma homocysteine was skewed, and no transformation improved the model fit; therefore, we performed the regression analysis after removing 4 outliers.
The null hypothesis for this comparison is no difference in model fit, therefore p-values of less than 0.05 reject the null hypothesis and indicate that the fitted model is a better description of the data.
The cross-level interaction between material deprivation and gender was not statistically significant and adding it did not improve the model fit; therefore, it was not included in the final models.
Disordered thresholds were observed for five items (items 4, 7, 17, 20 and 21) however, rescoring did not result in improved model fit therefore the original scoring was retained.
With the same physical variables used previously, the cross-validation DSA returned a model comparable with the one obtained through our ad hoc model fit; therefore, we present results from the DSA fitting.
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Use RBS to get a tree with good model fit and therefore closer to a Maximum Likelihood tree.
Improvement in model fit is therefore also related to the product of evolutionary divergence (tree length) and the number of paired bases, which describes the total number of changes observed in the RNA structure.
For men, the variable was not significantly associated with smoking status nor increased model fit and was therefore not included.
Although item 12 recorded a significant individual chi square value (p =.007) removal of this item resulted in a decrease in overall model fit (p =.002), therefore it was retained (Table 2 – Analysis 6).
Providing estimates of uncertainty for thickness measurements would enable better understanding of controls on model fit to data and therefore of uncertainties in model results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com