Toward a Semiparametric Efficiency Theory under Equality Constraints in Nested Markov Models
stat.ME, math.ST, stat.ML, stat.TH
Submitted: 2026-08-25
Updated: 2026-08-25
Terminology
Sources
- You've Got to be Efficient: Ambiguity, Misspecification and Variational Preferences
- On Local Overidentification and Efficiency Gains in Modern Causal Inference and Data Combination
- The Debiased Score Test: Hunt-and-test for Semiparametric Hypotheses
- Marginal Causal Effect Estimation with Continuous Instrumental Variables
- Flexible Nonparametric Inference for Causal Effects under the Front-Door Model
- Causal Inference with the Napkin Graph
- Average Causal Effect Estimation in DAGs with Hidden Variables: Beyond Back-Door and Front-Door Criteria
- On statistical and causal models associated with acyclic directed mixed graphs
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