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The data are generated with 'Internet of Things' technologies and are a result of some social or environmental activity in an application domain such as energy management [2, 12], traffic management [13], ambient assisting living [14] and other.
This vast increase in the volume and also the diversity (variety) of the data as well as the speed or velocity that these data are generated with along with the veracity, uncertainty of the data due to certain inconsistency or the ambiguity generated from such data makes it a Big Data problem by covering the main four characteristics of Big Data (volume, velocity, variety, veracity).
We assume that the control RNA-Seq data are generated with comparable sequencing protocols.
DOI: http://dx.doi.org/10.7554/eLife.04250.003 We next analyze how our model performs in cases where the data are generated with assumptions different from ours.
Unless stated otherwise, protein data are generated with JTT and nucleotide data with an HKY model with the transition/transversion ratio taken from the original ML estimation.
The lower curve refers to the more extreme scenario 1, and the upper to scenario 2. When the data are generated with, corresponding to accumulation of risk being faster than multiplicative, the standard Cochran-Armitage test can be quite inefficient.
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Sequencing on the HiSeq 2000 was carried out according AGRF protocols and following the manufacturer's instructions for the generation of single-end reads, and data was generated with CASAVA 1.8.1 pipeline (Illumina).
But as ever more data was generated with the rise of the internet, the mainframe found itself back in demand.
To make the risk assessments for aquaculture practical, data were generated with expected estimates of worst case, best case, and "most probable" disease impact scenarios.
Scattering data were generated with a SAXS Space small-angle X-ray scattering instrument (Anton Paar, Austria) equipped with a sealed tube (line collimation) X-ray source and a one-dimensional CMOS Mythen detector (Dectris, Switzerland) at the SAXS facility in the Institute of Microbial Technology (IMTECH), Chandigarh, India.
These data were generated with the Similarity report and the Scaffold report of SA2.
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