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We also supplement this graphical/visual assessment by calculating the proportion at which a given variable is present or absent.
This product is equivalent to the proportion at which a variable is both selected in the final model and is significant using the validation data set.
Table 1 shows results from the bootstrapping approach in which covariates are ordered by the proportion at which they were selected in the final model following three commonly used selection procedures: forward, backward and stepwise.
What we are interested in is the probability of A & B. This probability, which incorporates stability and generalizability measures, can be estimated as the proportion at which a given variable is selected and is significant simultaneously.
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Taking in account the proportions at which they occur, the mean value of genotypes produced from the paternally-derived A1 allele is (1− q) a + qd1.
The variables are then ordered according to their relative importance, where the importance of a variable is measured by the proportion (s) it is selected as a predictor and as well as the proportion (v) at which it is significant in the validation data set.
We investigated three Θ-regimes that differ in the relative proportions at which hard and soft sweeps arise during the large phases before they experience a bottleneck: (i) Mostly hard sweeps arise during the large phase (Θ = 0.2), (ii) mostly soft sweeps arise during the large phase (Θ = 2), and (iii) practically only soft sweeps arise during the large phase (Θ = 20).
These results were all obtained using the published proportions at which E. coli biomass constituents [ 24] occur in the E. coli cell.
Over a 4-year period POWRE financed over 600 women nationwide at a critical stage of their science careers--the point at which the proportion of women starts to decline precipitously.
From these simulated samples, we determined the proportion from which at least one positive seed or plant was detected.
For each individual, we evaluated the proportion of loci at which missing data occurred and the proportion of homozygotes among those loci for which data were not missing.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com