THE THEOREM OF TOTAL PROBABILITY September 14, 2015 (b)ananartista SBUFF3 Comments © 2015 (b)ananartista In essence, a partition is a collection of non-empty, non-overlapping subsets of a sample space whose union is the sample space itself. The definition is illustrated by the diagram below.