14.5 Probability identities EMA82
By definition, the sample space contains all possible outcomes of an experiment. So we know that the proba-
bility of observing an outcome from the sample space is 1.
P(S) = 1
We can calculate the probability of the union of two events using:
P(A[B) =P(A) +P(B) P(A\B)
We will prove this identity using the Venn diagrams given above.
For each of the 4 terms in the union and intersection identity, we can draw the Venn diagram and then add
and subtract the different diagrams. The area of a region represents its probability.
We will do this for the first column of the Venn diagram figure given previously. You should also try it for the
other columns.
P(A) + P(B) P(A\B)