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Care should be taken to avoid constraining biological semantics or imposing data models, which may become outdated with advancing biological knowledge.
Imposing data sufficiency requirements for subject selection allows researchers to minimize missing data when reusing electronic health records for research, but introduces a bias towards the selection of sicker patients.
Imposing data completeness criteria, e.g., requiring that each 24-hr prediction have complete (or nearly complete) data, partially addresses this problem for model validation studies, but may perpetuate biases in epidemiological studies since exposure estimates for those days with potentially the highest concentrations are more likely to be omitted.
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As people do more with their broadband connections — streaming movies, downloading music, moving files to and from the cloud — it might seem natural for Internet service providers to impose data caps on users to manage their networks and deal with congestion.
Thirdly, deploying both the CDE and the REM imposes data and processing overhead on the network.
The knowledge of these problems permits in the future to impose data for designing of CWR technology.
Despite complaints from both regulators and consumers, companies like Time Warner and Comcast have tried to impose data restrictions or extra charges that make it difficult for subscribers to stream video.
Event detection also imposes data overhead to the wireless network which would be negligible short-length data packets in the order of a few bytes for each event.
In 2012, it imposed data caps that stifled all online video streaming -- except from Comcast-owned content provider Xfinity.
But it also would let Comcast impose data caps and other market-distorting restrictions on millions of additional customers.
Although the presence of spontaneous channel activity correlated closely with the application of negative pressure during, or after seal formation, the mean size of the recorded current was not correlated with the magnitude of the underpressure imposed (data not shown).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com