The addition rule, mutually exclusive and complementary events, reading and filling in Venn diagrams, and testing whether two events are independent.
1The rules you must know
Mutually exclusive: P(A and B) = 0
Complementary: P(A) + P(not A) = 1
Independent: P(A and B) = P(A) × P(B)
You subtract P(A and B) in the addition rule because the overlap gets counted twice — once in P(A) and once in P(B).
2Reading a Venn diagram
- 1Total = 15 + 8 + 12 + 5 = 40.Add every region — the ones outside the circles too.
- 2n(A) = 15 + 8 = 23, so P(A) = 2340 = 0,57.A includes the overlap.
- 3P(A and B) = 840 = 0,20.Only the overlap.
- 4P(A or B) = 3540 = 0,88.15 + 8 + 12 = 35, everything inside the circles.
The number written inside the overlap is only the 'both' group. n(A) is the overlap plus the A-only region — here 23, not 15.
3Checking the addition rule
- 1P(A) = 0,57, P(B) = 2040 = 0,50.n(B) = 8 + 12 = 20.
- 2P(A or B) = 0,57 + 0,50 − 0,20.Subtract the overlap.
- 3= 0,88 ✓Matches the count from the diagram.
4Mutually exclusive vs complementary
- Mutually exclusive — they cannot both happen. The circles do not overlap. P(A and B) = 0.
- Complementary — mutually exclusive and they cover everything. P(A) + P(B) = 1.
Every pair of complementary events is mutually exclusive, but not the other way round: rolling a 1 and rolling a 2 are mutually exclusive, yet they do not add to 1.
5Testing independence
- 1P(A) × P(B) = 0,4 × 0,5 = 0,2.Work out the product first.
- 2P(A and B) = 0,2.Compare with the given value.
- 3They are equal, so yes, A and B are independent.State the conclusion in words — that is where the mark is.
'Independent' and 'mutually exclusive' are not the same thing. In fact if two events with non-zero probability are mutually exclusive, they cannot be independent.
Practice exercises
Work each one out, then click to reveal the answer.
- 1In the Venn diagram below, 40 learners were surveyed. Determine n(A).
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15 + 8 = 23 - 2Using the Venn diagram below, calculate P(A and B).
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840 = 0,20 - 3Using the Venn diagram below, calculate P(A or B).
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15 + 8 + 1240 = 3540 = 0,88 - 4Using the Venn diagram below, calculate the probability that a learner takes neither A nor B.
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540 = 0,13 - 5P(A) = 0,4, P(B) = 0,5 and P(A and B) = 0,2. Are A and B independent? Show your working.
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P(A)×P(B) = 0,4×0,5 = 0,2 = P(A and B), so yes, they are independent. - 6P(A) = 0,3, P(B) = 0,45 and A and B are mutually exclusive. Calculate P(A or B).
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0,3 + 0,45 − 0 = 0,75 - 7If P(A) = 0,62, calculate P(not A).
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1 − 0,62 = 0,38 - 8Explain the difference between mutually exclusive and complementary events.
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Mutually exclusive events cannot happen together, so P(A and B) = 0. Complementary events are mutually exclusive AND cover the whole sample space, so P(A) + P(B) = 1.
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