Unsolved
Robust Confounder Selection Under Imperfect Primary-Set Elicitation
Sourced from the work of F. Richard Guo, Qingyuan Zhao
§ Problem Statement
Setup
Unsolved Problem
§ Discussion
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§ Significance & Implications
§ Known Partial Results
§ References
[1]
Confounder Selection via Iterative Graph Expansion
F. Richard Guo, Qingyuan Zhao (2023)
Annals of Statistics (to appear)
📍 Section 5.2, Theorem 4 (Soundness and completeness of iterative graph expansion), assumptions (1)–(2) requiring correctly specified primary adjustment sets (ideal-oracle setting), p. 15 (arXiv PDF page 14).
Source paper where this problem appears.