L2

Poisson Process MLE

Senior Quant · Brainteasers & Logic

Question

You observe a Poisson process with unknown rate λ\lambda. After observing nn events in time TT, what is the maximum likelihood estimator of λ\lambda? Compute the Fisher information and the Cramér–Rao lower bound. Is the MLE efficient?