Causal inference through multi-stage learning and doubly robust deep neural networks

Documenti analoghi

• The Decaying Missing-at-Random Framework: Model Doubly Robust Causal Inference with Partially Labeled Data
  di: Zhang, Yuqian, et al.
  Pubblicazione: (2023)
• Dynamic treatment effects: high-dimensional inference under model misspecification
  di: Zhang, Yuqian, et al.
  Pubblicazione: (2021)
• Adaptive Split Balancing for Optimal Random Forest
  di: Zhang, Yuqian, et al.
  Pubblicazione: (2024)
• Double Robust Semi-Supervised Inference for the Mean: Selection Bias under MAR Labeling with Decaying Overlap
  di: Zhang, Yuqian, et al.
  Pubblicazione: (2021)
• High-dimensional semi-supervised learning: in search for optimal inference of the mean
  di: Zhang, Yuqian, et al.
  Pubblicazione: (2019)