Derives a closed-form task-specific strictly proper scoring rule for ATE estimation by matching local curvature of the IPW error metric.
Covariate balancing propensity score by tailored loss functions
2 Pith papers cite this work, alongside 113 external citations. Polarity classification is still indexing.
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Tailoring Strictly Proper Scoring Rules for Downstream Tasks: An Application to Causal Inference
Derives a closed-form task-specific strictly proper scoring rule for ATE estimation by matching local curvature of the IPW error metric.
- BAMIFun: Bayesian Multiple Imputation for Functional Data