Statistical inference for discrete middle-censored data

In this paper we consider the discrete middle censoring where lifetime, lower bound and length of censoring interval are variables with geometric distribution. We obtain the likelihood function of observed data and derive the MLE of the unknown parameter using EM algorithm. Also we obtain the Bayes estimator of the unknown parameter under squared error loss (SEL) function and credible interval of unknown parameter using Monte Carlo methods.