Summary Statistics Overview#

Definitions

The oneMKL Summary Statistics domains consists of:

  • Dataset structure. The structure consolidates the information of a multi-dimensional dataset (see detailed description in dataset).

  • Computation routines. The routines are represented as free functions (see detailed description for each routine in Summary Statistics Routines):

    • Raw and central sums / moments up to the fourth order

    • Variation coefficient

    • Skewness and excess kurtosis (further referred as kurtosis)

    • Minimum and maximum

Refer to oneMKL Summary Statistics Usage Model.