- Combined-event probability is about finding the chance that two or more events happen together, or that at least one of them happens.
- In this topic you will use set notation, Venn diagrams, and tree diagrams, which we covered earlier, to represent situations and calculate probabilities clearly.
- Suppose you are given two events $A$ and $B$.
- When you add $P(A)$ and $P(B)$, the overlap $A\cap B$ gets counted twice (once in $A$ and once in $B$).
- The addition rule fixes that: for any events $A$ and $B$,
$$P(A\cup B)=P(A)+P(B)-P(A\cap B)$$ - If $A$ and $B$ are mutually exclusive, then $P(A\cap B)=0$ and the rule simplifies to: $$P(A\cup B)=P(A)+P(B)$$
Roll a fair six-sided die.
- $A$: "roll a 1" so $P(A)=\frac16$
- $B$: "roll a 2" so $P(B)=\frac16$
You cannot roll 1 and 2 at the same time, so $P(A\cap B)=0$.
$$P(A\cup B)=\frac16+\frac16-0=\frac26=\frac13.$$
- Do not assume events are mutually exclusive just because they are different descriptions.
- For example, "roll an even number" and "roll a number greater than 3" do overlap (4 and 6).
Sometimes one event does not affect the probability of the other.
A common example is rolling a die twice: the first roll does not influence the second roll.