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The purpose of this paper is to re-examine the possibility of seasonality in the diagnosis of monocytic leukaemia, using a substantially larger data set.
Although known non-linear relationships could be easily integrated into the network inference algorithm, this extension would still require prior knowledge about the type of relationship and a substantially larger data set (i.e., several hundred microarrays).
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Note that supertree methods can be applied to substantially larger data sets (e.g. [ 20]).
The greater number of optimal codons identified here is likely the result of a greater power to identify subtle differences in codon usage between high and low expression genes due to the substantially larger data set used in this study.
"I think the difference today is there's a substantially larger base of data for making those decisions.
This study incorporated datasets employed previously by Gilman et al. [20], [25] for the Hawaii longline tuna and swordfish fisheries, and pooled these with additional data not previously analyzed to produce a substantially larger sample size, where the previously employed data comprised 10% of the records employed here for the North-Central Pacific Ocean region.
As a result, the recommendation networks also show a substantially larger clustering coefficient than the other data sets.
ED data captures a substantially larger number of pediatric pedestrian injuries compared to crash reports and can play a role in those analyses.
Primarily they involve a substantially larger number of parameters compared to available data.
In contrast to older models (SAPS II and APACHE II), newer models (SAPS III) achieve a substantially larger part of the predictive power, with data available before ICU admission, including comorbidity and reason for ICU admission.
Biochemical models are characterized by a substantially larger number of parameters relative to size of available experimental data.
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