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The resulting clusters using the k-means algorithm are compared amongst themselves as well as with the archetypical patterns of Rauber et al. For each event, statistics on wind speeds and precipitation are calculated using NCEP reanalysis data and NCEP hourly precipitation data respectively to verify the significance of the clusters.
The overall r2 for the normoxic sample data sets compared amongst themselves was 0.98, for the hypoxic sets 0.93 and the r2 between the normoxic and hypoxic sample data sets was 0.93, demonstrating the low intra-variability among the samples from normoxic and hypoxic transcriptomes in the WT flies.
The overall correlation coefficient (r2) for the normoxic sample data sets compared amongst themselves was 0.98, for the hypoxic sets 0.97 and the r2 between the normoxic and hypoxic sample data sets was 0.86, demonstrating the low intra-variability among the samples from normoxic and hypoxic transcriptomes in the dmDys flies.
Similarly, when the fusion proteins were compared amongst themselves, the three fusion kinases induced distinct gene expression changes.
Significant differences were found in the levels of glucose and plasma cholesterol when the four subgroups that were fed a hypercaloric diet were compared amongst themselves.
We used four pair-wise comparisons in our analysis – two of these were 'within-line' comparisons, wherein infected and control birds from lines L63 and L72 were compared amongst themselves.
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They compared, amongst others, R values that were comparable (<10% change in R) between the multivariate model and validation model [ 40, 41].
Neuropsychological test scores were compared amongst subgroups.
Finally, the B[b]F/B[a]P ratio was also compared amongst STP categories.
Telomere length and telomerase activity were compared amongst TEVGs and adjacent native tissue.
Repellent and insecticidal efficacies were estimated and compared amongst the groups.
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