CensoredDistributions.jl is a Julia package designed to extend Distributions.jl with robust tools for modelling censored epidemiological delay data, particularly when events are only known to occur within specific time intervals. It supports primary event, interval, and double interval censoring, enabling users to construct, sample from, and compute analytical properties of censored distributions. The package also provides maximum‑likelihood and Bayesian fitting workflows, integrating smoothly with Turing.jl for probabilistic inference.

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