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claude refactor mypy add tests tests optimization add edge cases tests rerun mmm example nb and compare results more tests

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docs/source/notebooks/mmm
- mmm_example.ipynb
pymc_marketing/mmm
- mmm.py
tests/mmm
- test_mmm.py

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`‎docs/source/notebooks/mmm/mmm_example.ipynb‎`

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