MLE for the Uniform
You observe n independent draws from a Uniform(0, θ) distribution with θ unknown. What is the maximum likelihood estimator of θ?
Related problems & prerequisites
Worth solving first
Source: Standard maximum-likelihood exercise from mathematical statistics texts. Statement written for AxiomIQ.