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At the operational level, investigations are frequently necessary on data sets which are under daily or hourly expansion through a number of levels of complexity.
Other trainings were conducted as necessary on data management and information systems, geographic information systems (GIS) and public health mapping, second generation HIV surveillance, and other topics of national or cross-border relevance.
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Focus group questions were modified, where necessary, based on data from key informant interviews and were piloted prior to the community health assessment with local participants.
Ward et al. prefer "a common set of equivalence limits, either based on historical data or, if necessary, based on data from new studies set up specifically for this purpose".
However, we believed a focused evaluation of HVHF characterized by effluent rates exceeding the intervention arms of these trials was necessary, based on data suggesting that HVHF may be commonly applied in clinical practice [ 34].
The need for a level playing field should surely be a key requirement of any regulatory process, and the idea of establishing a common set of equivalence limits should be seriously considered, either based on historical data or, if necessary, based on data from new studies set up specifically for this purpose.
Towards this end, we introduce the notion of Quality-of-Data (QoD), which describes the level of modifications necessary on a data store to trigger processing steps, and thus conveying in the level of performance specified through data requirements.
When raw data are not necessary, on-board processing and feature extraction can reduce the energy consumption without compromising the efficacy of the data.
The MGF mission telemetry packet, which comprises magnetic field data and status information necessary for data processing on the ground, has five formats that are mutually exclusive.
In the absence of a more reliable system for estimating postoperative mortality rates, however, it is necessary to rely on data currently available.
A revision of the prior treatment guidelines is therefore necessary, but is based on data that are presently limited.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com