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In order to have a fair judgment, the same experimental data and minimization algorithm have been used for comparison.
"Data" and "minimization," two words that have rarely been used in the same sentence, now represent one of the critical product design rules we must apply if we're to build products that deliver value, meaning and engagement to the human beings we aim to serve.
This observation highlights the importance of high quality oligo design software, and that the ability to identify and eventually remove problematic oligo probes is critical to the collection of robust microarray data and minimization of discordant gene expression data from different technologies.
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Along an inherently consistent data structure, the STCS priorities are high-data quality and minimization of attrition by standardized data management processes (SOP's) and site monitoring for data quality.
It is believed that the extracted results using nonlinear curve fitting method is more accurate due to the utilization of actual data and the minimization of data transformation steps required in the linear curve fitting [42, 43]. Figure 7 shows the J-E results for the samples annealed in O2, Ar, and FG ambient, which fitted well with FN tunneling model.
Data minimization: Minimize the information I am required to provide and share with others.
And the principles of purpose limitation and data minimization need to be addressed at the soonest possible time to balance the benefits for businesses and researchers against God-given constitutionally protected individual privacy rights.
Businesses can self-regulate by developing and adopting industry-wide best practices on cybersecurity and data minimization.
Necessity and data minimization.
Raw data error minimization and fluorescence normalization between runs were carried out by application of the proposed calculations.
We also show how the set of constraints in both problems can be extended by start time related deadlines, multiprocessor tasks, changeover times and minimization of data transfers.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com