Fighting Noise with Noise: Causal Inference with Many Candidate Instruments

Xinyi Zhang, Linbo Wang, Stanislav Volgushev +1

Instrumental variable methods provide useful tools for inferring causal effects in the presence of unmeasured confounding. To apply these methods with large-scale data sets, a majo…