Consistency of the semi-parametric Maximum likelihood estimator of (β, F 0), denoted by $ (\hat {\beta},\hat {F})$, has not been established under any interval censorship (IC) model. We prove in this ...

The class of nonlinear stochastic regression models includes most of the linear and nonlinear models used in time series, stochastic control and stochastic approximation schemes. The consistency of ...