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  • 1. DoubleML Data Class
  • 2. DoubleML Models
  • 3. Other Models
  • 4. Datasets
  • 5. Utility Classes and Functions
  • 6. Score Mixin Classes for DoubleML Models
    • 6.1. doubleml.double_ml_score_mixins.LinearScoreMixin
    • 6.2. doubleml.double_ml_score_mixins.NonLinearScoreMixin
  • API Reference

6. Score Mixin Classes for DoubleML Models#

double_ml_score_mixins.LinearScoreMixin()

Mixin class implementing DML estimation for score functions being linear in the target parameter

double_ml_score_mixins.NonLinearScoreMixin()

Mixin class implementing DML estimation for score functions being nonlinear in the target parameter

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5.2.1. doubleml.utils.gain_statistics

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6.1. doubleml.double_ml_score_mixins.LinearScoreMixin

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