The first implements a "metabolite masking" strategy for mapping between identifiers whereas the latter two implement different versions of an InChI based strategy.
In this exemplary application, we investigate changes in the risk of irrigation water shortage, if the mitigation measure of establishing water conveyance between the two districts is implemented.
In order to assess the significance of the differential expression of tags between the two libraries, we implemented the Z-test [ 47] using the R language.
Among the properties, we selected features which show different tendencies between the two groups and implemented classifications using support vector machine, random forest, and linear logistic regression methods to confirm whether or not these features can identify LoF and GoF mutations.
The state of Victoria, Australia (population 5.6 million), implemented the Victorian State Trauma System between 2000 and 2003.
All testing was done in both Matlab and Mathematica with negligible performance differences between the two (as both implement the same set of standard minimization algorithms).
There were many problems between the two sides and implementing the agreements they had reached at Amiens seemed to be a growing challenge.
Using Trinity's provided expression analysis tools, differential expression was calculated between the two leaf samples implementing the 'edgeR' method [ 46, 49].
The uninformative nature of using only a minimum time with a uniform probability distribution is likely the major cause of this large discrepancy between the two methods that implement different underlying assumptions [ 19, 30].
For DNA methylation data, a second condition requiring a minimum difference of 1.5 between the two sample means was implemented in order to maximize the capture of biologically significant changes in methylation (Figure 2A).
