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Add review changes and fix tests failure

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[ENH] Add poisson regressor with statsmodel #1016

Add review changes and fix tests failure
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Codecov / codecov/patch succeeded Mar 30, 2026 in 0s

15.21% of diff hit (target 71.06%)

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15.21% of diff hit (target 71.06%)