cmomy: A python package to calculate and manipulate Central (co)moments.

Description

cmomy is a python package to calculate central moments and co-moments in a numerical stable and direct way. Behind the scenes, cmomy makes use of Numba to rapidly calculate moments. cmomy provides utilities to calculate central moments from individual samples, precomputed central moments, and precomputed raw moments. It also provides routines to perform bootstrap resampling based on raw data, or precomputed moments. cmomy has numpy array and xarray DataArray interfaces.

Resources

Name Format Description Link
0 https://github.com/usnistgov/cmomy
33 README.pdf https://data.nist.gov/od/ds/mds2-2787/README.pdf

Tags

  • statistics
  • numerical-methods
  • python-programming

Topics

Categories