The maximum of a sample is the biggest value in the sample.
The minimum of a sample is the smallest value in the sample.
Quantiles are points taken at regular intervals from the cumulative distribution function (CDF) of a random variable.
Rank is a relationship between a set of items such that, for any two items, the first is either "ranked higher than", "ranked lower than" or "ranked equal to" the second.
the available quantile definitions
The method for assigning ranks when some values are equal (called 'ties').
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