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In this experiment, we first provide evidence that including the expression information for similarity estimation significantly improves the abundance estimates.
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So, our filtering method only improves the high-abundance species.
The simulation shows that the alternative scheme improves the accuracy of abundance at age.
Including such internal standards in the form of standardized mixtures of internal standards improves the reproducibility of transcript abundance measurement and enables development of a standardized database comprising virtually-multiplexed transcript abundance data.
The model including the statistical interaction 'animal species × species abundance' slightly improves the fit of the model with respect to the model only based on species abundance (AIC = 375.124 and 376.489, respectively) [see Supporting Information ] (see also different bird responses in Fig. 2).
Alignment of simulated CAST reads to the CAST transcriptome improves the accuracy of gene-level abundance estimation compared to alignment to NCBIM37 (Table 3).
Since most proteins involved in signal transduction are of relatively low abundance, the results indicate that subproteome enrichment improves the sensitivity of identification of low-abundance proteins.
He empirically demonstrated how traditional burning practices improved the diversity and abundance of plant species and enhanced wood structure of the plants used in traditional crafts.
They're all practical and manageable and if tackled would improve the health and abundance of the ocean that America manages.
The SPLASSO is a novel approach we introduce here for HSI analysis which takes the framework of the LASSO algorithm a step further and incorporates the rich spatial information which is available in HSI to further improve the estimates of abundance.
We used the upper quartile normalization option in order to improve the accuracy of the abundance estimation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com