Copula models for insurance claim numbers with excess zeros and time-dependence

► Two copula models for insurance claim numbers with excess zeros and time-dependence. ► The maximum likelihood method and a two-step procedure to estimate the model attributes. ► The asymptotic properties of the estimators are provided. ► Simulations show satisfactory performance of the proposed estimates.