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1 paper

stat.ML2026

BGM-IV: an AI-powered Bayesian generative modeling approach for instrumental variable analysis

Guyue Luo, Qiao Liu

Instrumental-variable (IV) regression enables causal estimation under endogeneity, but modern IV problems often involve nonlinear structural effects and high-dimensional covariates…