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The microarray allows for discriminating among ethylene, acetaldehyde, ethanol and ammonia using simple discriminant factor analysis.
Size is then the first characteristic taken into consideration as a key discriminant factor.
Examination of a linear discriminant factor (LDF) plot and results of an ANOVA/Tukey-HSD comparison established whether group differences were described in one or two dimensions.
In this respect, mAR positivity could not be a discriminant factor for prostate cancer diagnosis.
Results of the discriminant factor analysis are shown in Table 5.
The obtained spectra were subjected to Principle Component Analysis (PC) and Discriminant Factor Analysis (DFA).
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We then used the "predict" function to classify individual flies based on resubstitution using the linear discriminate scores for all three discriminant factors, and cross-validated the classification using the "CV" command in the "lda" function.
A stepwise discriminant function analysis was used to identify the important discriminant factors associated with dental caries and also to segregate the subjects as those who were poor and good dental caries status.
To determine the number of significant linear discriminant factors in our expression data, we used SAS PROC CANDISC (SAS Institute, 2007).
Discriminant factor-based validity is indicated for all factors by AVE square roots exceeding the factor intercorrelations. Factor scores are moderately intercorrelated.
For both discriminant factors, ave_dur had relatively low loading.
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