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A simplified data analysis approach has been proposed.
It provided (1) a straightforward measure of transient responses in presence of open loop visual stimulation; (2) high data throughput and standardized measurement conditions from process automation; and (3) simplified data analysis due to well-defined testing conditions.
We could have simplified data analysis by performing only one analysis after excluding those with missing data, but this might have biased our results, because non-responders may have been systematically different from those who did respond e.g. more depressed, more fatigued.
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As our purpose for including CD4+ T cells RNASeq data is to supplement the PBMC data analysis, we applied a simplified analysis pipeline onto CD4+ T cells data.
One way of addressing the dual challenges of computation efficiency and data analysis is to construct simplified models of long-timescale protein motion from MD simulation data.
We were only interested in the divergence times of the major clades, therefore, a simplified data set was constructed for the BEAST analysis.
One way of addressing both the issues of computational efficiency and data analysis is to construct simplified models that capture the essential features of protein motions at long timescales.
This approach allows the simplified coupling of external data resources with the data analysis tools available to Galaxy users, while leveraging the native data mining facilities of the external data resources.
Instead, Galaxy provides a software framework that allows the simplified coupling of external data resources with the data analysis tools available to Galaxy users, while leveraging the native data mining facilities of the external data resources.
The mirroring of data analysis packages to these clusters will enable simplified access to the information content of the multidimensional images.
In this work, we present a simplified and rapid TILLING approach using direct Illumina MiSeq sequencing of 250 bp target amplicons, PELE data analysis to remove false positive mutant calls and HRM to identify specific mutant carriers within our library.
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