Gentleman & Geyer (1994) discuss the analysis of interval censored data and present results based on standard convex optimisation theory. Here, this problem is viewed from the perspective of a mixing ...

The estimation of the parameters of a mixture of Gaussian densities is considered, within the framework of maximum likelihood. Due to unboundedness of the likelihood function, the maximum likelihood ...

Maximum Likelihood Estimation (MLE): A statistical technique that determines the parameters of a model by maximising the likelihood function, thereby identifying the most probable parameters given ...