.. _summary-statistics:

Summary Statistics
==================


|IONE-MKL| 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 :ref:`dataset`). All
computational routines are represented as free functions (see
detailed description for each routine in :ref:`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

Routines
********

.. toctree::
   :maxdepth: 1
   :hidden:

   intel-onemkl-summary-statistics-usage-model
   summary-statistics-device-support
   dataset
   service-functions-to-create-dataset
   summary-statistics-routines