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Spots displaying extremes of variance (too small or too large) were excluded.
The variance of the gene expression per group is a homoscedastic variance, where genes displaying extremes of variance (too small or too large) were excluded.
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Spots displaying extremes of specific variance (too small or too large) were excluded.
The use of a defined challenge strain appeared to be advantageous in view of the extreme genetic variance of H pylori in patients.
Validity Construct validity was assessed by the method of extreme groups where multivariate analysis of variance determined if SF-12 summary scores varied for individuals who differed in self-reported clinical symptoms and medical conditions.
Simulation comparisons between D-optimal design, extreme selection and case-cohort design suggest that D-optimal design is the most efficient in terms of variance of estimated parameters, but extreme selection may be a good alternative for practical study design.
Thus, two extreme cases span all the possible cases in terms of variance for the leave-one-out cases.
Also, stabilizing the variance and controlling the influence of individual concentrations (especially at the extremes) satisfies the requirements for correct variance component analysis (and other analysis of variance methodology).
Estimates of variance components for binary responses in presence of extreme case problems tend to be biased due to an under-identified likelihood.
However, in case of non-homogeneity of variance, gender differences vary by proficiency level; looking at extreme tails helps to nuance the outcomes on gender differences.
g slowly seeks out the intermediate point between these extremes, where the variance of r makes up the difference between (r_{{{x}} }) and (r_{g }).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com