Model diagnostics of discrete data regression: a unifying framework using functional residuals

Zewei Lin, Dungang Liu

Model diagnostics is an indispensable component of regression analysis, yet it is not well addressed in standard textbooks on generalized linear models. The lack of exposition is a…