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First, in integrating the strands of statistics and measurement in the curriculum, the study targets the neglected factor of variation in linear measurement.
The statistical design was a split-plot with four replications, where irrigation was the main factor of variation and N was the secondary factor.
This method seems therefore much better adapted to deal with potentially confounding factors compared to any 2-band vegetation index which can only avoid the most harmful factor of variation.
One important factor of variation is the saliva contamination during the plugs selection.
Food pellets intake data were subjected to one-way ANOVA with lesion group as between-subjects factor of variation.
Locomotor activity data were subjected to one-way ANOVA with lesion group as between-subjects factor of variation.
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In this experiment, we kept the duty cycle constant in order to mitigate the possible confounding factor of variations in total light delivery, which can lead to heating artifacts (Christie et al., 2013).
Beyond being invariant such representations can also disentangle the factors of variation in data.
The paper, published on preprint repository Arxiv (PDF), describes a new architecture for generating and blending images, particularly human faces, that "leads to better interpolation properties, and also better disentangles the latent factors of variation".
Consistent with this, the SEM analysis indicated that soil resources such as C and N levels were the causal factors of variation in enzyme activities at field-scale.
Dominant factors of variation were identified as the spatial distribution of total vegetation growth, seasonality of growth, magnitude of seasonal variability in growth, and regularity of variation in growth.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com