Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias

Baohong Li, Anpeng Wu, Ruoxuan Xiong, Kun Kuang
2/12/2026

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Source code for Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias

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Cite this paper

@article{li2026twostage,
  title  = {Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias},
  author = {Baohong Li and Anpeng Wu and Ruoxuan Xiong and Kun Kuang},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:61bdd6ea028aaa684373cf1a5e08148b00c200d0},
  journal = {ICML 2024 2024}
}

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