Double machine learning uses orthogonal estimating equations and cross-fitting so that sufficiently accurate machine-learning nuisance estimates yield asymptotically normal target estimates.

Ancestors (6)

  1. Cross-fitting
  2. Doubly robust estimation
  3. Probability and statistics
  4. Area of mathematics
  5. Mathematics
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