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Extreme Values Might Prove to Be Problematic for Parametric Analyses,but

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Extreme values might prove to be problematic for parametric analyses,but they pose no particular problem for many nonparametric analyses.Because of this property,nonparametric tests are often said to be:


Definitions:

Standard Deviation

A measure of the dispersion or spread of a set of values, showing how much variation there is from the average (mean).

Range

The difference between the largest and smallest values in a set of data.

Variance

A measure of variability that describes the spread of a data set or distribution.

Standard Deviation

A measure of the dispersion or variability within a dataset, indicating how spread out the values are from the mean.

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