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These models were first trained on a subset of the relevant data and then used to make predictions over the remaining data, enabling us to quantitatively test the accuracies of competing models.
Our results represent a good foundation for further comparison of DT2008 and W82 at molecular levels using high throughput omic technologies, which will provide huge amounts of data, enabling us to understand the genetic network involved in regulation of soybean responses to water deficit and increasing the chances of developing drought-tolerant cultivars.
Our analytical framework also incorporated data from a previously-administered revealed preference survey and spatially-explicit remote sensing data, enabling us to analyze how individuals' ownership characteristics, their emotional connection the forests they manage, and the spatial patterns of nearby land uses, influence willingness to grow bioenergy feedstocks.
Companies will be contractually obligated to give us access to their deals and data, enabling us to monitor this provision and prepare for our next negotiation.
In this paper, we did not have data enabling us to adjust for distance to the health centres.
ANOVA was performed on normalized data enabling us to keep 818 clones showing a significant relative expression level change (ratio of 1.2) between the two developmental stages.
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For these two years the data enabled us to identify patients who required at least 21 consecutive days of MV (or endotracheal tube in situ).
Concurrent collection and analysis of data enabled us to use theoretical saturation to provide a final sample of 19 patients out of the 23 patients approached.
The design of experiments using quantified data enabled us to understand effects of factors and interactions between them.
The linked data enabled us to study drug use according to immigrants' area of origin, adjusted for socio-economic and other variables.
The use of compound data enables us to increase the modularity of our programs.
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