  We derive conditions for $L_2$ differentiability of generalized linear models
with error distributions not necessarily belonging to exponential families,
covering both cases of stochastic and deterministic regressors. These
conditions induce smoothness and integrability conditions for corresponding
GLM-based time series models.
