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The information gain IG indicates the difference between the within variance and weighted between variance.
However, we do not see much of reasoning that the between variance would be a constant multiple of the within variance.
Residual variance was computed separately for male and female offspring, and after correction for sampling, strong evidence for heterogeneity was found, the standard deviation between sires in within variance amounting to 15 18% of its mean.
Because attenuation bias in exposure response relationships increases with the ratio of the within variance component to the between variance component (Brunekreef et al. 1987; Rappaport and Kupper 2004), it is important to accurately estimate these variance components in studies of health effects.
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At the same time, trees aim to discriminate disjunctive homogeneous subsets by minimizing within-variance and maximizing between-variance.
The aim of these models was to obtain subgroups with minimal within-variance (grouping diseases with a similar role) by using cross-validation (11, 23 ).
Based on the within-variance of two readers, the smallest detectable change (SDC) was calculated and allowed identification of joints with changes above the SDC as 'progressors'progressors
The within-variance in this binary outcome context is non-intuitive and fixed in the logistic regression models, and it does not reflect variability in the performance of health professionals within a practice.
Doctors analyzed the results of Pulsipher's halter monitor test and said the irregularities initially found were "within normal variance," General Manager STEVE PHILLIPS reported.
The within-subject variance is assumed constant, and observations within the subject are independent.
We find that the within-strain variance of inbred strains is indeed much lower than the within-population variance of wild caught mice.
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