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Since the predictors come from different sources with various scales of few inches, as in core measurements, and few feet, as in well logging data, it is important to look for the most efficient approach to model these different data sources.
Education by itself is not sufficient enough to reduce smoking prevalence and quitting – other predictors come in the mix to support smoking reduction.
Neither of these predictors come close to the predictive power of our approach, likely because both of them are highly sensitive to sampling biases while our approach is much less so.
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In our approach, the success of the SSE predictor compared to All and ROI predictors comes as an illustration of this general principle.
Finally, an important limitation of genomic predictors comes from the heritability of the trait (26).
Relevant predictors came from the other two categories (personal characteristics and attitudes towards work).
Significant mental health predictors came from all selected domains of functioning, which supports our comprehensive approach and recommends considering multiple domains in risk evaluation and intervention efforts.
Expression prediction models were tested for the amount of expression prediction accuracy that can be achieved across 38 distinct cell types and 32 major tissues, given that TF binding information for the selection of predictors came from only the K562 cell type.
The results of the consensus predictor come from cross-validation (described in Materials & Methods section).
Bandura (1997) argues that the strength of SE as a predictor comes from its specificity, and therefore research is needed investigating speaking SE.
Whatever their significance as predictors, the elections come at a sensitive time for both parties, as they scramble to raise money, recruit strong candidates for next year's Congressional elections and, equally important, minimize the number of retirements.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com