Video lessonsIB Maths AA

Independent vs mutually exclusive events: Venn diagram exam question

x = 0.21 and P(A′ | B′) = 0.21/0.3 = 0.7.

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The question

Let AA and BB be two independent events such that

P(A∩B′)=0.09P(A \cap B') = 0.09 and P(A′∩B)=0.49P(A' \cap B) = 0.49.

(a) Given that P(A∩B)=xP(A \cap B) = x, find the value of xx. (4 marks)

(b) Find P(A′∣B′)P(A' \mid B'). (2 marks)

The solution

  1. 01Draw two overlapping circles inside a box. The given 0.090.09 is AA without BB, the given 0.490.49 is BB without AA, and the overlap is xx.
  2. 02Read the two events off the diagram: P(A)=0.09+xP(A) = 0.09 + x and P(B)=0.49+xP(B) = 0.49 + x.
  3. 03Independent means the probabilities multiply, so x=P(A) P(B)=(0.09+x)(0.49+x)x = P(A)\,P(B) = (0.09 + x)(0.49 + x). Do not confuse this with mutually exclusive, which would be two circles that do not touch. If you set P(A∩B)=0P(A \cap B) = 0, the question contradicts itself, because 0.09×0.49≠00.09 \times 0.49 \neq 0.
  4. 04Multiply out to get x=x2+0.58x+0.0441x = x^{2} + 0.58x + 0.0441, then bring everything to one side: x2−0.42x+0.0441=0x^{2} - 0.42x + 0.0441 = 0. The four marks are for reaching this line.
  5. 05The discriminant is Δ=0.422−4(0.0441)=0.1764−0.1764=0\Delta = 0.42^{2} - 4(0.0441) = 0.1764 - 0.1764 = 0, so there is one repeated root and no second answer to discard. Hence x=0.422=0.21x = \frac{0.42}{2} = 0.21.
  6. 06Check: P(A)=0.3P(A) = 0.3 and P(B)=0.7P(B) = 0.7, and 0.3×0.7=0.210.3 \times 0.7 = 0.21, so the result is consistent.
  7. 07For part (b), use P(A′∣B′)=P(A′∩B′)P(B′)P(A' \mid B') = \frac{P(A' \cap B')}{P(B')}. Inside the circles the total is 0.09+0.21+0.49=0.790.09 + 0.21 + 0.49 = 0.79, so outside both is 1−0.79=0.211 - 0.79 = 0.21, and P(B′)=1−0.7=0.3P(B') = 1 - 0.7 = 0.3. This gives 0.210.3=0.7\frac{0.21}{0.3} = 0.7.
  8. 08Shortcut for part (b): if AA and BB are independent, so are their complements, so P(A′∣B′)=P(A′)=0.7P(A' \mid B') = P(A') = 0.7. A conditional probability equal to the plain one is independence showing itself, and it is worth stating in the answer.

Answer
x = 0.21 and P(A′ | B′) = 0.21/0.3 = 0.7.

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