Consistency and Asymptotic Normality of Maximum Likelihood Estimation for Zero-inflation
Abstract:
The large sample nature of the generalized linear model with a single-parameter exponential family and inflation at zero is discussed. The maximum likelihood estimation is performed on its parameters. Some regular conditions are given. Based on the proposed regular conditions, the model is proved consistency and asymptotic normality of parameter maximum likelihood estimation.