A statistical approach to the representation of uncertainty in beliefs using spread of opinions

Statistics helps assess uncertainty and is a standard way for calculating the certainty of measurements. Technical mathematical analysis gives the formulae needed to combine information and leads to the introduction of several new interpretable calculi. The study of uncertainty has important applications in the field of sensor design and autonomous system development. Different calculi result from different design choices.