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The International Food Policy Research Institute (IFPRI) report on assessing food security in Yemen (Ecker et al. 2010) is an example of a considerable percentage of children being excluded from the analysis due to implausible and/or missing values.
Due to implausible or missing data, 133 responses were excluded from the regression.
Then, quality and completeness of data were controlled and 160 patients were excluded due to implausible or missing values and the remaining 15,773 subjects were subsequently analyzed.
Four employees were excluded due to implausible or missing data on height, weight, or physical activity, and six employees because of incomplete information on HPP preferences.
The extent of the region's drug economy has barely been reported when it does make the news, it's mostly due to implausible NGO schemes to tempt drug farmers into herb gardening.
One woman was excluded due to implausible AC measurements during data inspection.
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Also, an additional 5% of cases were excluded due to biologically implausible values for height (<40 and >83.875 inches) and weight (<75 and >350 pounds) and trimming the most extreme 1% of BMI values, observations greater than the 99.5 percentile or less than the 0.5 percentile (<16.5986 and >50.7722), to remove outliers, leaving a sample size of 151,216 [ 21].
Also, an additional 12% of cases were excluded due to biologically implausible values for height (<40 and >83.875 inches) and weight (<75 and >350 pounds) and trimming the most extreme 1% of BMI values (<16.5986 and >50.7722) leaving a sample size of 561 [ 21].
Two stations were excluded due to missing or implausible values.
The quality and completeness of data were controlled, and 160 patients were excluded due to missing or implausible values.
Smoking status in F4 was compared with previous S4 information, and nine participants were excluded due to missing or implausible information on smoking status.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com