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As the background and phantom ROIs were different in size (AreaPhantom ≠ AreaBgr), a ROI normalization had to be applied to the counts in the background ROI (CountsBgr): {mathrm{Counts}}_{mathrm{Bgr}to mathrm{Phantom}}(d)={mathrm{Counts}}_{mathrm{Bgr}}(d bullet frac{{mathrm{Area}}_{mathrm{Phantom}}}{ {mathrm{Area}}_{mathrm{Bgr}}} (1).
To determine whether the data contained a signal of differential expression, we first evaluated the distribution of p-values obtained from generalized linear models applied to the counts for each transcript, as did Bullard et al. [ 28].
82 Since RNA-seq read counts are integer numbers that range from zero to millions and are highly skewed, many kinds of transformation algorithms have been applied to the counts so that the numbers can be fit to statistic distribution models for differential expression detection.
Direct estimation is based on an inverse probability weighting scheme applied to the counts of the groups of disease-free and diseased subjects in the classification matrix (6) (lines 1 and 2), and originates from the consideration that subjects with observed status are selected from the censoring process and can be weighted to represent the subjects that are censored (line 3 of matrix (6)).
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The same pattern applied to the count in the Senate contest.
Furthermore, the three-fold coincidence has been applied to the Counting Test Facility data in order to evaluate the detection efficiency.
Numerical and experimental data confirm the effectiveness of the device when applied to the counting and sorting of 10 μm diameter particles and red blood cells.
Table 8 reports the results of multivariate Poisson regression applied to the count of medical conditions.
The counting rule applied to the counting tool and the evaluation of the number of profiles per area (in this case the blood vessel profile density [BVPD]) were in accordance with the method described by Gundersen and coworkers [ 18].
Transparency applies to the count of interconnected efforts, enclosing how policy is nurtured and implemented.
The ANOVA analysis was then applied to the spike counts and each of the first six PCA coefficients for each cell for all trials.
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