Robust Estimation of Self-Exciting Generalized Linear Models with Application to Neuronal Modeling

Abbas Kazemipour, Min Wu, Behtash Babadi

We consider the problem of estimating self-exciting generalized linear models from limited binary observations, where the history of the process serves as the covariate. We analyze…