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Overall, the comparisons of the modeling results obtained using different values of α and β reveal that the E R X modeling criterion with α=0.5 has the best ability to discriminate between the candidate model structures.
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The Radjusted value was used as the model selection criterion with the best model exhibiting the Radjusted value closest to 1. Figure 2 shows that slight differences will be observed in the presence or absence of sample correction which is expected.
A simulation study is performed to compare proposed model selection criterion with the existing one.
We also provide a theoretical result for the possibility to compress the data, and finally we give a model selection criterion with theoretical guarantees, which makes the whole approach complete.
The potential variables from univariate analyses that were significant at a level of 0.05 were entered into multivariate models, and the corrected quasi-likelihood independence model criterion was used to assist with multivariate model fitting (Pan 2001).
The AUC of the models including criteria with shifted thresholds were compared with the AUC of the original model including the CGC referral criteria using a χ-test.
The coding of the both the child and parent TV viewing data in this paper was modelled on these criteria with both child and parent TV viewing placed into 3 groups (< 2 hours per day, 2-4 hours per day, and >4 hours per day).
This paper shows results of criticality analysis with respect to each designated criterion with modeling of a virtual nuclear fuel assembly and a cask body that induces the maximum reactivity among various design basis fuels of the metal cask.
aStepwise forward model fit criteria procedure, variables with p < .20 entered in multivariate analyses.
Previous work using Akaike information criterion with model selection suggests that all 8 parameters describing within-session responding are required [ 19].
The proposed model selection criterion along with the other criteria is applied to a data on diversity of arboreal marsupials (possums) in montane ash forest (Australia) for model selection.
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