cmomy: A python package to calculate and manipulate Central (co)moments.
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.
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| accrualPeriodicity | R/PT1S |
| bureauCode |
[
"006:55"
]
|
| contactPoint |
{
"fn": "William P. Krekelberg",
"hasEmail": "mailto:william.krekelberg@nist.gov"
}
|
| 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. |
| distribution |
[
{
"title": "cmomy: A Python package to calculate and manipulate Central (co)moments.",
"accessURL": "https://github.com/usnistgov/cmomy"
},
{
"mediaType": "application/pdf",
"downloadURL": "https://data.nist.gov/od/ds/mds2-2787/README.pdf"
}
]
|
| identifier | ark:/88434/mds2-2787 |
| issued | 2022-10-07 |
| keyword |
[
"Numerical methods",
"python programming",
"statistics"
]
|
| language |
[
"en"
]
|
| license | https://www.nist.gov/open/license |
| modified | 2022-09-15 00:00:00 |
| programCode |
[
"006:045"
]
|
| publisher |
{
"name": "National Institute of Standards and Technology",
"@type": "org:Organization"
}
|
| theme |
[
"Mathematics and Statistics:Numerical methods and software"
]
|
| title | cmomy: A python package to calculate and manipulate Central (co)moments. |
