"instrumental variables" Papers

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An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation

Uzair Akbar, Niki Kilbertus, Hao Shen et al.

NEURIPS 2025spotlightarXiv:2510.25128

Transformers Handle Endogeneity in In-Context Linear Regression

Haodong Liang, Krishna Balasubramanian, Lifeng Lai

ICLR 2025arXiv:2410.01265

Conditional Common Entropy for Instrumental Variable Testing and Partial Identification

Ziwei Jiang, Murat Kocaoglu

Evaluating Instrument Validity using the Principle of Independent Mechanisms

Patrick F. Burauel