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This may be caused by not only experimental discrepancies, but also not fully explored possibilities of the data analysis.
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The move goes further than Obama's position on bulk surveillance in January, when the president left the door open to the possibility of the data being held by a private-sector third party.
The report separates conviction and sentencing rates by comparable offences and pleas, excluding the possibility of the data being inaccurately skewed.
During the string matching, the possibility of the data being noisy should be kept in mind.
For instance, the correlation coefficient value of 0.955 means that the possibility of the data satisfying a Weibull distribution is 95.5%.
The correlation coefficient is less than 86% when the crack length is larger than 1 mm and less than 1.4 mm, which means that the possibility of the data satisfying Weibull distribution is relatively small at this stage.
The correlation coefficient is larger than 95% when the crack length is less than 1 mm, implying that the possibility of the data satisfying Weibull distribution is relatively high at this stage.
This leads to the possibility of the data being 'over-fitted' and the results an artefact.
The second issue that is usually of major concern to the researchers who collected the data is usually the possibility of the data being obtained by hostile agencies with vested interests in the outcome of the study.
Although the fold changes were different from the results by 2-DE, the changing trend was consistent with2-DE, enhancing the possibility of the data of 2-DE being reliable.
He told the BBC that The Guardian's revelations amounted to "a very big warning bell" of the damage that could be done by exploiting the possibilities of "the new data-centered age".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com