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…