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The first set of predictors consisted of the measured demographic variables.
The main predictors consisted of the 5 composite-scales of teaching qualities of faculty, namely learning climate, professional attitude toward residents, communication of goals, evaluation of residents' knowledge and skills, and feedback.
The potential predictors consisted of all variables that were assessed in the health declaration, the medical examination and age at application, gender and profession.
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Four predictors consisting of SignalP4, Phobius, TargetP and WoLF PSORT are used for protein secretory signal peptide or subcellular location prediction (19).
Relying on model-based inference, we found that the abundance of salmon and temperature are major predictors of the tree growth index, with all other predictors consisting of salmon abundance and its interaction with temperature and distance into the forest.
The combination of negative predictors, consisting of no CNV development within 36 hours or the occurrence of BS or SE, in which poor neurological outcome was predicted if at least 1 of these 3 criteria were met, improved prognostic performance.
The third candidate set of summary statistics is the same as the first, but also includes coefficients b 1 and b 2 in a linear model relating the change in Z 2 (the response) to predictors consisting of the current Z 2, and the current ratio Z 1/ Z 1 + Z 2).
Let Z 1 denote the measured value of Y 1, and Z 2 denote the measured value of Y 2. The first candidate set of summary statistics is the following three: the average rate of change of Z 1/ Z 1 + Z 2), coefficients b 1 and b 2 in a linear model relating the change in Z 1 (the response) to predictors consisting of the current Z 1, and the current ratio Z 1/ Z 1 + Z 2).
The west-east predictor consisted of west and east strata, split at the 180° longitude [29].
In both the cases, the predictor consisted of mini-blocks with a variable, trial-specific duration that depended on the detection-time of the participant.
The predictor consisted of 17 genes (Additional file 8: Table S4), all being part of the 3994 validated differential expressed genes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com