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Quantile

The quantiles are the number of cuts between which we divide a set of cases, to make groups with a number of similar cases. The most commonly used quantiles are quartiles (4 cut-offs), quintiles (5 cut-offs), deciles (10 cut-offs) and percentiles (100 cut-offs).

Quartile

The quartiles are those values ​​of the variable that divide it into quarters, ordering the values ​​from smallest to largest. This division distributes the number of values ​​of the variable into four similarly distributed The first quartile is the 25% of the smallest values. The second quartile has 25.01% to 50% of the smallest cases. The third quartile has 50.01% to 75% of the smallest cases. The fourth quartile brings together the last group of values, which represents the highest values ​​in the sample.

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