BGM-IV: an AI-powered Bayesian generative modeling approach for instrumental variable analysis
arXiv:2605.07029v1 Announce Type: cross
Abstract: Instrumental-variable (IV) regression enables causal estimation under endogeneity, but modern IV problems often involve nonlinear structural effects and high-dimensional covariates. Existing nonlinear …