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Surprisingly, even the means of combining data into a single packet at the source node doesn't have to be shared.
Performance of the tree classification models could have been improved by computational approaches – such as collapsing the data into two classes (supersusceptible and "other"), replicating data to yield groups of equivalent numbers and combining data into a single training set.
Combining data into a single conditional logistic model and adjusting for 'study', the odds ratio among current, long-term users compared to non-users was 0.91 (95% CI=0.62 1.32).
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By comparing the monitored values with the regulatory standards, it combines data into a single number that describes the nature of the water source (Rai et al. 2012).
Taking the combined data into consideration it is possible that the bones of AG104 and AG93 have been subjected to the same flow of groundwater leading to a uniform deposition of Mn of approximately 4000 μg g-1; only in AG93, it seems, has the groundwater penetrated into the compact bone tissues.
We combined data into the two overarching groups to reflect our aforementioned framework: management of CVD risk conditions and treatment of acute and chronic CVDs.
By combining data for many genes into a unified morphology, atlases enable computational modeling and analysis.
> -wrap-foot> tasktask of combining data from heterogeneous sources into a single meta-analysis study is not straightforward.
A multi-criteria analysis process was used to combine data layers into pathways and pathways into likelihood maps using weightings that reflect the relative importance of each layer and pathway.
Thus, we concatenated the chloroplast and nuclear sequence data into a combined data set, which contained 24.1% missing data (0.1% missing in ITS, 21.2% in petD, and 59.4% in trnL– trnF).
This allowed us to combine data from both weeks into a single data set.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com