Partial Identification with Proxy of Latent Confoundings via Sum-of-ratios Fractional Programming

Zhiheng Zhang

Due to the unobservability of confoundings, there has been widespread concern about how to compute causality quantitatively. To address this challenge, proxy-based negative control…