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I report progress in measurement design and suggest improvements in data analysis and interpretation using techniques from other fields, particularly growth econometrics.
Due to recent improvements in data analysis, the accuracy of experimental SV data emerges as a limiting factor in its interpretation.
We saw there was an opportunity to deliver huge performance improvements in data analysis in a simple, elegant appliance form factor at a fraction of the cost of the incumbents.
Further improvements in data analysis might enhance the differentiation power; however, we do realize that compared to genome sequencing, PCR reactions or even mass spectrometry-based proteomics analysis, the SERS spectra described here lack the specificity at a molecular level that will allow the definitive assigning of bacterial identity.
Because of improvements in data analysis made over the last decade, comparisons between experimental platforms can be more accurately assessed.
Similar(55)
These kernel functions can be selected based on prior knowledge or defined through iterative improvement in data analysis.
Although some challenges remain in the application of functional genomic technologies to commercial and native strains of S. cerevisiae, recent improvements, particularly in data analysis, have greatly extended the utility of these tools.
All investigators were involved in development of the quality improvement strategy, in data analysis and manuscript preparation.
MZ participated in data analysis and improvement of the method.
To support this development, improvements in technologies for metabolic analysis, a wider adoption of metabolite-profiling approaches and significant innovations in data analysis methodologies are required.
In "Data analysis" section we explain the problems found during the temperature analysis, and in "Improvement" section we show the improvements.
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CEO of Professional Science Editing for Scientists @ prosciediting.com