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Design Matrices with Python, patsy and statsmodels

Python script constructing regression design matrices from model formulas with patsy and statsmodels. Reusable statistical-modelling example.

Scripts

  • sm_design_matrices.py

Requirements

Python 3 with numpy, pandas, patsy, statsmodels.

pip install numpy pandas patsy statsmodels

Author

Polina Lemenkova — ORCID: https://orcid.org/0000-0002-5759-1089

Archived code: https://doi.org/10.13140/RG.2.2.14575.89764

License

MIT — see the LICENSE file (Copyright Polina Lemenkova).

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Python script constructing regression design matrices from model formulas with patsy and statsmodels. Reusable statistical-modelling example.

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