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Sound policies and procedures are also essentials to ensure high quality of data throughout the analytics lifecycle.
Key features of the instrument are the very high requirement for signal-to-noise and the high quality of data that have to be provided.
The extreme delicacy of the decision-making process to which the results have to contribute suggested increasing the reliability of the assessment conclusions by using a high quality of data and a deepened analysis of technical processes.
One key challenge has been ensuring a consistently high quality of data – as errors in transaction records or other data stores will inevitably lead to even the smartest machines making bad decisions.
In environmental science, the modeling activity can be complex and difficult, even for a specialist: acquiring knowledge of individual computational models, searching, gathering and analyzing raw data, ensuring high quality of data, transforming the data into formats compatible with the computational models, and then finally performing the modeling.
The main strengths of our study are the large cohort size, long follow-up time and high quality of data.
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Scientific integrity requires the highest quality of data that is reproducible and readily accessible for review.
Although we are confident of the higher quality of data, data from death certificates have potential to distort mortality rates because of the ineluctability of incorrect reporting.
We assumed that this approach may have lead to an essentially higher response rate and higher quality of data than in controls from the public registry database.
This condition may lead to an essentially higher response rate and higher quality of data than in controls from the public registry database.
To ensure the highest quality of data, before being taken forward for study, samples must have demonstrated an RNA integrity number >8.0 in each selected fraction.
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CEO of Professional Science Editing for Scientists @ prosciediting.com