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Observed values show a variable behavior, increasing or decreasing in adjacent time points.
However, GAM assumes that errors are mutually independent, while time series can be correlated in adjacent time points.
By combining the high-overlapping sub-clusters in adjacent time points, a new protein complex is generated, which contains A, B, C, and E, as shown in Figure 2(c).
Where the dynamic submodel considers the relationship between nuclei in adjacent time points, the time-to-event submodel considers the aggregate relationship of all cells within a branch across multiple time points.
In contrast, Marguerat et al believe that random noise null hypothesis may be naive; for instance, there could be effects such that experimental measurements in adjacent time points are correlated and thus not independent.
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Alterations in expression between adjacent time points across the entire time series were characterized using the trajectory clustering algorithm [14].
We computed X ˙ r e d, of size d × c (t−1), by taking the difference in state between adjacent time points (the final time point of X red was subsequently removed to equalize the sizes of X red and X ˙ r e d ).
To quantitatively assess performance, we manually segmented nuclei in two different regions of adjacent time points in the Drosophila dataset using the software package Imaris (Bitflow).
And in all the comparisons between two adjacent time points in each passage, only day 1 and day 3 presented statistical difference (#p < 0.01).
A total of 122 genes in J82 cells were increased above two-fold in at least two adjacent time points by frankincense oil (see Additional file 1).
In the comparisons between adjacent time points during treatment of class II malocclusion, psychological discomfort score and psychological disability score were lower at T2 compared with T1 (P < 0.005).
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CEO of Professional Science Editing for Scientists @ prosciediting.com