Method-of-Moments Inference for GLMs and Doubly Robust Functionals under Proportional Asymptotics

Xingyu Chen, Lin Liu, Rajarshi Mukherjee

In this paper, we consider the estimation of regression coefficients and signal-to-noise (SNR) ratio in high-dimensional Generalized Linear Models (GLMs), and explore their implica…