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Package for debiasing the sample SD estimator

Project description

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Package for debiasing the sample SD estimator. For more information, see De-biasing standard deviation estimators.

Features

  • Kurtosis-based estimator

  • Bootstrap bias estimator

  • Jackknife bias estimator

  • Exact Gaussian estimator

Package structure

Directory Structure

debiased_sd/
├── src/
│   └── debiased_sd/
│       ├── __init__.py
│       ├── estimators.py
│       ├── utils.py
│       └── Other source files
├── tests/
│   └── test_debiased_sd.py
├── docs/
│   ├── conf.py
│   ├── index.rst
│   └── other_docs_files
├── setup.py
├── requirements_dev.txt
└── README.rst

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

PyPI distribution built with Travis CI:

  1. travis login –pro –github-token {PRIVATE}

  2. travis encrypt “{PRIVATE}” –add deploy.password –com

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