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Orlando Patterson's assertions are driven more by popular stereotypes than serious data analysis.
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Companies that want to get serious about data analysis often have to hire elite programmers who specialize in writing Hadoop MapReduce jobs.
Quality control through data validation is critical to minimise the amount of faulty data reported, because erroneous individual data values give place to serious errors in data analysis results.
The ripple test, which can cause serious problems with missing data analysis, strongly increases the reliability of the marker order when analyzing markers of each maternal linkage phase separately in JOINMAP.
While the latter does not apply to this study, the others pose a serious problem to accurate data analysis.
Because the detection of hearing impairment is associated with decreased levels of the DPOAE response, rejecting data with low SNR would introduce a serious bias in the data analysis.
They were excluded from further data analysis because serious outliers negatively affect and thus bias the model.
Preliminary data analysis suggested no serious violations of assumptions of normality or linearity.
Lacking of the information for the data analysis may cause serious confounding bias.
They consider this phenomenon as a serious handicap to the inference on correlations in gene expression data analysis.
In the words of the authors, "The analysis showed that previous studies have utilized inconsistent criteria to define internet addicts, applied recruiting methods that may cause serious sampling bias, and examined data using primarily exploratory rather than confirmatory data analysis techniques to investigate the degree of association rather than causal relationships among variables".
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