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 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