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v2.0.5

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@xRiskLab xRiskLab released this 18 Jul 20:24
· 2 commits to main since this release

✨ New Features

  • RobustLogisticRegression: Outlier-resistant classification with epsilon-contamination
  • Empirical Fisher Information: Support for Poisson & Negative Binomial models
  • Enhanced Fisher Scoring: Consistent implementation across all GLMs

🔧 Improvements

  • Converted NegativeBinomialRegression to proper Fisher scoring
  • Added comprehensive statistical inference methods
  • Enhanced numerical stability

📦 Installation

pip install fisher-scoring==2.0.5