Metadata-Version: 2.1
Name: xbootstrap
Version: 0.0.3
Summary: Nested circular block bootstrap resampling for xarray objects
Home-page: https://github.com/dougiesquire/xbootstrap
Author: Dougie Squire
License: UNKNOWN
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.7
License-File: LICENSE

xbootstrap is a simple package for performing nested circular block bootstrapping (random resampling with replacement) of xarray objects. Here, 'nested' means that, when multiple dimensions are specified, the first dimension is randomly resampled, then for each randomly sampled element along that dimension the second dimension is randomly resampled, then for each randomly sampled element along that dimension the third dimension is randomly resampled etc. 'Block' boostrapping is a simple way to account for autocorrelation in the data being randomly resampled and 'circular' block bootstrapping avoids undersampling data values near the beginning and end of the dimension(s) being resampled

