Sandwich regression for accurate and robust estimation in generalized linear multilevel and longitudinal models

Elliot H. Young, Rajen D. Shah

Generalized linear models are a popular tool in applied statistics, with their maximum likelihood estimators enjoying asymptotic Gaussianity and efficiency. As all models are wrong…