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The resulted successful QSAR equation had statistical criteria of (r2129 = 0.67, r2LOO = 0.61 r2PRESS against 32 external test inhibitors = 0.50).
This provides a conservative contrast for the lateralised regions because, by virtue of the frequentist statistical approach, the non-lateralised regions would also include voxels demonstrating a considerable lateralisation but failing to meet the statistical criteria of significance used in the study.
Scatter plots and statistical criteria of "absolute fraction of variance (R2)", and "mean relative error (MRE)" were used to evaluate the prediction performance and universality of the developed models.
The comparison of statistical criteria of different network shows that the optimal structure for predicting the convective heat transfer coefficient is the MLP network with one hidden layer and 10 neurons, which has been trained with Levenberg Marquardt (LM) algorithm.
Table 3 summarises the statistical criteria of the measurement model.
(XLS 174 KB) 13321_2012_461_MOESM8_ESM.xls Additional file 8: Table S5: The quality and statistical criteria of QSPR models for carboxylic acids.
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This inverse problem is solved using the maximization of a fourth-order statistical criterion of the backpropagated pressures.
Tests of statistical significance for heterogeneity of risk were conducted using the test statement in PROC PHREG using a statistical criterion of p < 0.05.
Peak coordinates were identified using a statistical criterion of 25 or more contiguous voxels at a voxelwise threshold of P < 0.0001.
The nonparametric statistical criterion of one-tailed Wilcoxon-Mann-Whitney rank sum was used to compare volumes between the treated groups with DEC and their respective control groups.
Further, a stringent statistical criterion of at least a 2-fold change at a p-value ≤0.005 was used for gene selection.
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