Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data

Xuxing Chen, Abhishek Roy, Yifan Hu +1

We develop and analyze algorithms for instrumental variable regression by viewing the problem as a conditional stochastic optimization problem. In the context of least-squares inst…