Asymptotics of posteriors for binary branching processes

摘要

We compute the posterior distributions of the initial population andparameter of binary branching processes, in the limit of a large number ofgenerations. We compare this Bayesian procedure with a more na\"ive one, basedon hitting times of some random walks. In both cases, central limit theoremsare available, with explicit variances.