Exactly, the maximum likelihood estimator given your data is 0. You can just have a looser or stricter upper bound, depending on your requirements. However with

Exactly, the maximum likelihood estimator given your data is 0. You can just have a looser or stricter upper bound, depending on your requirements. However without a better model of your distribution and/or better priors (experience), you won't get a tighter estimate.