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For precise identification of differentially expressed genes, the overestimation of variance should be controlled because both overestimation and underestimation of variance occur simultaneously in actual microarray data analysis.
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Again, the smallest variance occurs with 13 features (average).
Analyses are performed considering abrupt changes in variance occurring with and without shifts in the mean.
By far the most variance occurs at the individual level (72%).
Student's t-test and Levene's test were applied to determine if a change in the mean and/or in the variance occurred at the change point.
We design an importance sampling scheme for backward stochastic differential equations (BSDEs) that minimizes the conditional variance occurring in least-squares Monte-Carlo (LSMC) algorithms.
The test also reveals a structural break in the error variance occurring in July 1976, shortly before Mexico switched from a fixed nominal exchange rate regime to a managed float.
In fact we performed some kind of intuitive principal component analysis by assuming that relevant variance occurs in limited directions [13].
As measure of genetic differentiation pairwise Fst values were calculated for groups A, B, and C. Fst values showed significant genetic differentiation between the three groups and analysis of molecular variance (AMOVA) indicated that 25% of the observed variance occurs within these groups and 62% between them.
However, a wide variance occurred in responses in experimentally infected macaques (10 ).
The ICC was 12.9%, i.e. 12.9% of the total variance occurred at the practice level.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com