1. The likelihood and its singularity at x = mu | 2. Starting values: quantiles for the aim, a box for diversity | Closed-form quantile estimators | 3. Discrete data: the grouped likelihood | 4. Diagnostics returned with every fit | 5. Monte Carlo validation | References