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feat: add MLE and Method of Moments estimators#133

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prcmium wants to merge 4 commits into
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feature/parameters-estimation
Open

feat: add MLE and Method of Moments estimators#133
prcmium wants to merge 4 commits into
mainfrom
feature/parameters-estimation

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@prcmium prcmium commented Jul 23, 2026

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Summary

  • Extensible Architecture: Base AbstractParameterEstimator interface allows easy addition of new estimation methods and new probability distributions without modifying core logic.
  • Distribution Estimators: Implemented concrete parameter estimators for supported continuous and discrete probability distributions using:
    • Maximum Likelihood Estimation (MLE) (src/pysatl_criterion/estimation/maximum_likelihood/)
    • Method of Moments (MM) (src/pysatl_criterion/estimation/method_moments/)

@prcmium
prcmium requested review from alex98247 and f1i3g3 July 23, 2026 13:47
@prcmium prcmium self-assigned this Jul 23, 2026
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