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A generalized linear model (GLM) was used to determine which algal characteristics significantly explained the observed variability in D. magna reproduction.
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PCA is a multivariate statistical tool that simplifies complex data sets by transforming the original variables into new independent and uncorrelated variables named principal components, which explain the observed variability in decreasing order.
One possible mechanism to explain the observed variability of the short-lived 146Sm→142Nd and 182Hf→182W systems recorded in some early Earth rocks is crystal liquid fractionation and overturn in an early magma ocean.
Using partial rank correlation analysis, the error maps are linked to statistics on vegetation index, digital elevation, soil moisture and soil temperature, and land cover fractions and mixing in order to explain the observed variability and the similarities between the products.
Thus genetic factors alone are insufficient to explain the observed variability and other factors must be involved.
This applies particularly to the two large events analysed in this paper, and in both cases changes in soil respiration explain the observed variability.
Such factors can contribute to explaining the observed variability in results.
In fact, as Figure 3 suggests, expression levels are far more important than markers in explaining the observed variability.
Many of the genes involved in the apoptotic pathway have been documented, and polymorphisms in these or related genes may explain the observed variability in apoptotic response.
Participating organisations and people may respond to these motivators differently, and this may explain the observed variability in the ability of collaboratives to consistently produce sustainable improvements.
At least one reason may be advanced to explain the observed variability of cytokine patterns in relation to schistosome-related pathology.
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