Compared with that the species (e.g., A. crinosa, A. horii) in the basal position of the phylogeny have longer and much more setae on Ant.III than the others, the directional walk is likely toward regression in Aphis.
Because some of these variables were likely related, multiple regression analyses were performed (see below).
Overall, density when reread decreased in cancers (mean 49.5 44.2%%) and non-cancers (49.8 42.4 %), which was likely due to regression to the mean from selecting the highest-density mammograms.
BMA has been shown to be less likely than stepwise regression to select redundant variables while having a similar probability of selecting a true predictor [ 31].
Children with ASD and both clinical and subclinical seizures are more likely to have regression as compared to control children, consistent with previous studies [ 23].
Lastly, because the outcome was relatively common (28%), logistic regression likely overestimated the effect of these predictors on the outcome of interest.
Other assumptions could be made if it was felt that a drug was more likely to induce regression or stabilization, and the program could be modified.
Our notion that Bayesian model averaging is less likely than stepwise regression to select redundant variables is consistent with two previously published simulation studies.
This is likely due to regression and ANOVA being treated as separate topics in undergraduate statistics courses aimed at natural scientists (and the reason why these terms were used to describe the different analyses in this paper).
