A quantile of order alpha with 0 <= alpha <= 1 is a number Q, which separates the sorted parameter values such that:
Example:
The 25% quantile Q_.25 is the number where 25% of the parameter values are smaller or equal than Q and 75% of the parameter values are bigger than the stated number Q.
This statistical attribute is used e.g. with the normal distribution.