Distribution of Quantitative Variables: Learn It 3

  • Describe the graph of a data set using its shape, center, spread, and outliers

Describing Distribution

outliers

Outliers are observations in the data that are unusual and outside the general pattern of the rest of the observations in the distribution.

When working with a univariate distribution for a quantitative variable, an outlier is an observation that has an unusually high or unusually low value.

It is good practice to make a note of outliers, as these observations can sometimes influence the statistical results (e.g., the value of the range).


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