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The results revealed a robust tendency of medical diagnosticians to pay a disproportionate amount of attention to the first item presented.
In the present example, a number of respondents almost certainly 'strongly disagreed' while thinking, "My education was not worth the cost - it was a huge discount!" Second, there is a robust tendency for respondents to simply agree with any statement that pops up on a survey when they are given an array of 'agreement' response options.
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On balance, deleting these values reduced the variance but did not change the robust central tendency trends.
The trimmed mean is a robust estimator of central tendency.
Medians therefore provide the most robust measure of central tendency and the non-parametric Mann–Whitney U the most appropriate corresponding statistical test.
TICS was negatively skewed, so suitable robust statistics for central tendency and spread of skewed variables, such as the median (Mdn), the median absolute deviation (MAD), and absolute range (range = max − min), were used in descriptive statistics.
Median CVL would also be a robust measure of central tendency, but could lack a direct relationship to population transmission rates.
Analogous to the (non-robust) mean and standard deviation, the median and the IQR provide robust measures of central tendency and data spread, respectively.
Using a robust measure of central tendency, such as Huber's m-estimator, one estimates the center of the two distributions [ 14].
In our study, we found a robust line of descending tendency with age only for parent ratings; the effect size for teacher ratings was negligible.
It is a robust measure of central tendency and is stable against abnormal extreme values (such as measurement errors/outliers), which get "trimmed" away [ 2].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com