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As such, the statistical data analysis methodology for comparing spectra is as significant a part of metabolomics as the underlying analytical chemistry technique that is used to generate data sets.
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Molecules tend to blink and bleach, such that statistical data processing is necessary.
However, such detailed statistical data is not always available and even if available they will not be normally shared with (potential) CSCs hence the need for a trusted third party.
These approaches are used to characterize uncertainty in model inputs obtained from different sources, such as statistical data and expert judgments, and to which different types of uncertainty can be attached.
If such statistical data are not readily available, it might be necessary to look for a suitable statistical representation of the influence, e.g. for consumer acceptance [59], or methods described by [60] with respect to the food industry.
Such statistical data is commonly available from bioinformatics analyses of microarray expression data ([ 68- 70]) or proteomics data [ 71, 72].
She said that UNICEF and other UN agencies stood ready to assist in such reviews by providing the uniform statistical data needed to measure the progress of nations.
If the data items are vectors, the components of which are variables with a definite meaning such as the descriptors of statistical data, or measurements that describe a process, the SOM grid can be used as a groundwork on which each of the variables can be displayed separately using grey-level or pseudocolor coding.
These include the study of documents, such as government reports, statistical data, master plans and position papers issued by various organizations.
Given the limited statistical data available, other parameters, such as Kp and SF, were directly derived from reference values from the US EPA [ 14].
The main body of work of the project consisted of the collection of evidence for the potential for such growth by analysis of statistical data, available literature and insights from experts and stakeholders.
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