Interestingly, reclassified MFH demonstrated similar patterns of oncogenic pathway activation as their corresponding predicted subtypes, providing further evidence that the 170-gene predictor reflects the overall molecular program in sarcomas, with therapeutic implications.
Accordingly, we also identified the best measures in predicting ASD using a subset regression approach assuming 3 predictors reflecting the diagnostic triad.
Two predictors reflecting the socio-economic background of the girls were the median income of the neighborhood in which they were living (in quintiles), and a variable indicating whether they were entitled to preferential treatment or not.
These predictors reflect the dominant role of side channel geometry (i.e., morphology of the upstream alluvial plug, slope conditions) in controlling their flooding regime.
At this scale, data on fire history was available, and so a predictor reflecting burnt area was added to the final dataset.
The Bayes factor for each predictor reflects evidence for the null based on the full model compared to a model without the predictor (Rouder & Morey, 2012).
For the MouthExe run, a single box-car predictor was defined, reflecting the duration of the green cross and therefore the movement period.
Indeed, 58 out of the 76 reclassified MFH samples (76%) clustered together with samples from their predicted STS subtypes suggesting that the 170-gene predictor reflects an overall 'molecular match' between them.
The consistency among major miRNA-target predictors is poor, reflecting the large fraction of false-positives associated with each resource (11, 12).
Traffic variables were the dominant predictors, reflecting non-tailpipe emissions (De Hoogh et al. 2013).
