Summary Statistics

Intel® oneAPI Math Kernel Library (oneMKL) provides Data Parallel C++ interfaces for the Summary Statistics routines that compute basic statistical estimates for single and double precision multi-dimensional datasets.

Definitions

Struct dataset consolidates the information of a multi-dimensional dataset (see detailed description in Dataset). All computational routines are represented as a 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 to as a kurtosis)

  • Minimum and maximum