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The Variance Inflation Factor (2.539 5.573) and Tolerance (.179 .394) indices for all predictors do not show any critical values.
In fact, it is not rare that researches that exploit ML-based predictors do not provide details about the parameterization of the involved ML model or about the model selection process.
Disgusting images, especially those related to animal-reminder disgust (e.g., mutilated body), generate neural responses that are highly predictive of political orientation even though these neural predictors do not agree with participants' conscious rating of the stimuli.
This shows that uncurated experimental proteomics data from isolated subcellular compartments and localization predictors do not provide sufficient quality for localization.
Multinomial regression allows the use of both categorical and continuous independent variables and the predictors do not have to be normally distributed, linearly related, or of equal variance within each group [16].
Moreover, most predictors do not provide a confidence estimate.
Similar(43)
Activity across the entire striatal ROI was significantly associated with unique MS-PE (t(18)=4.172, P<0.001, Cohen's d=0.957) but not with unique ERO-PE (t(18)=1.162, P=0.260, Cohen's d=0.266), although the difference between the two predictors did not reach significance (t(18)=1.558, P=0.137, Cohen's d=0.357).
We performed model averaging accounting for model uncertainty using a conservative method by averaging the slope coefficients across all models with ΔAICc ≤2 from the model with the lowest AICc, using Akaike weights (wi), and including zeros when predictors did not occur in a particular model.
Country-level predictors did not have a significant effect on the likelihood of professionalization.
Psychological predictors did not explain significant amounts of variance for the non-painful sensation intensity and ROM models.
Additional stratification when using different substrate groups like sand, loam and loess as predictors did not improve the model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com