A Two Stage Quasi-Likelihood Estimation Method for High Dimensional Generalized Structural Equation Models
Estimating high dimensional Generalized Structural Equation Models presents severe computational challenges. Traditional simultaneous estimators frequently suffer from numerical instability and prohibitive computational costs. Moreover, there are no tractable algorithms for families such as Poisson, negative binomial,...