Types of uncertain value collections

If dealing with several uncertain values, it may be useful to represent them as an uncertain dataset. This way, one may trivially, for example, compute statistics for a dataset consisting of samples with different types of uncertainties.

Uncertain dataset types

You can collect your uncertain values in the following collections:

There's also a generic uncertain dataset type for when you don't care about distinguishing between indices and data values:

Vectors of uncertain values

  • Vectors of uncertain values, i.e. Vector{<:AbstractUncertainvalue}, will work seamlessly for many applications, but not for all mathematical operations and statistical algorithms. For that, rather use one of the uncertain dataset types above

Collection types

Throughout the documentation you may encounter the following type union: