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S3.2

Understand and use conditional probability, including the use of tree diagrams, Venn diagrams and two-way tables; understand and use the conditional probability formula P(A|B) = P(A∩B)/P(B).

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Conditional probability

Worked answers and methods for S3.2 on Edexcel A-level Maths 9MA0.

Explanation

  • Conditional probability restricts the sample space: P(AB)=P(AB)P(B)P(A\mid B)=\frac{P(A\cap B)}{P(B)} for P(B)>0P(B)>0. On a tree diagram, multiply probabilities along a path and add the probabilities of mutually exclusive paths that satisfy the event.
  • Without replacement, later branch probabilities change because both the total and the relevant category count may have changed.
  • In a Venn diagram or two-way table, use the condition as the denominator; reversing P(AB)P(A\mid B) to P(BA)P(B\mid A) is a common error.
  • There are two valid tree paths.
  • Amber then blue has probability 5837=1556\frac58\cdot\frac37=\frac{15}{56}.

Worked example

A bag contains 55 amber counters and 33 blue counters. Two counters are taken without replacement. Find the probability that exactly one counter of each colour is taken.

  1. 1.There are two valid tree paths.
  2. 2.Amber then blue has probability 5837=1556\frac58\cdot\frac37=\frac{15}{56}.
  3. 3.Blue then amber has probability 3857=1556\frac38\cdot\frac57=\frac{15}{56}.
  4. 4.Adding gives 3056=1528\frac{30}{56}=\frac{15}{28}.

Answer: 1528\frac{15}{28}

Common mistakes

  • Don't multiply probabilities from mutually exclusive branches and add probabilities along a single tree path.
  • Don't use replacement probabilities on a without-replacement tree, leaving second-stage denominators unchanged.

Exam tip

Label every branch with the conditional probability after the first outcome, then add the required disjoint paths.

Worked practice

Q1
Tier 1 · Easy

1.

Of 6060 students, 2424 travel by bus and 1515 of those bus travellers arrive before 8:308{:}30. Find the probability that a randomly chosen bus traveller arrives before 8:308{:}30.

(2)

(Total for Question 1 is 2 marks)

Mark scheme

Mark scheme for question 1
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1
  • 1524=58\frac{15}{24}=\frac58
2
Notes
The condition restricts the denominator to the 2424 bus travellers. Of these, 1515 arrived before 8:308{:}30, so the probability is 15/24=5/815/24=5/8.

(2 marks)

Q2
Tier 2 · Standard

2.

In a group of 6060 students, 3535 study Mathematics, 2828 study Physics and 1818 study both. Find the probability that a randomly chosen Physics student studies Mathematics, and the probability that a randomly chosen student studies neither subject.

(4)

(Total for Question 2 is 4 marks)

Mark scheme

Mark scheme for question 2
QuestionSchemeMarks
2
  • P(MP)=914P(M\mid P)=\dfrac{9}{14}
  • P(neither)=14P(\text{neither})=\dfrac14
4
Notes
Among the 2828 Physics students, 1818 also study Mathematics, so P(MP)=18/28=9/14P(M\mid P)=18/28=9/14. The number studying at least one subject is 35+2818=4535+28-18=45, leaving 6045=1560-45=15 studying neither. Thus P(neither)=15/60=1/4P(\text{neither})=15/60=1/4.

(4 marks)

Q3
Tier 3 · Hard

3.

For events AA and BB, P(A)=0.60P(A)=0.60, P(B)=0.50P(B)=0.50 and P(AB)=0.70P(A\mid B)=0.70. Find P(AB)P(A'\mid B').

(5)

(Total for Question 3 is 5 marks)

Mark scheme

Mark scheme for question 3
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3
  • 0.500.50
5
Notes
From the conditional probability formula, P(AB)=P(AB)P(B)=0.70(0.50)=0.35P(A\cap B)=P(A\mid B)P(B)=0.70(0.50)=0.35. Hence P(AB)=0.60+0.500.35=0.75P(A\cup B)=0.60+0.50-0.35=0.75, so P(AB)=10.75=0.25P(A'\cap B')=1-0.75=0.25. Also P(B)=0.50P(B')=0.50. Therefore P(AB)=0.25/0.50=0.50P(A'\mid B')=0.25/0.50=0.50.

(5 marks)

Q4
Tier 1 · Easy

4.

For events AA and BB, P(AB)=0.18P(A\cap B)=0.18 and P(B)=0.45P(B)=0.45. Find P(AB)P(A\mid B).

(2)

(Total for Question 4 is 2 marks)

Mark scheme

Mark scheme for question 4
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4
  • 0.40.4
2
Notes
Use the conditional probability formula: P(AB)=P(AB)/P(B)=0.18/0.45=0.4P(A\mid B)=P(A\cap B)/P(B)=0.18/0.45=0.4.

(2 marks)

Q5
Tier 2 · Standard

5.

In a shipment, 2%2\% of devices are defective, 4%4\% are flagged by an automated check, and 1.5%1.5\% are both defective and flagged. Find the probability that a flagged device is defective and the probability that a defective device is flagged.

(4)

(Total for Question 5 is 4 marks)

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Mark scheme for question 5
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5
  • P(DF)=0.375P(D\mid F)=0.375
  • P(FD)=0.75P(F\mid D)=0.75
4
Notes
P(DF)=P(DF)/P(F)=0.015/0.04=0.375P(D\mid F)=P(D\cap F)/P(F)=0.015/0.04=0.375. Reversing the condition changes the denominator: P(FD)=0.015/0.02=0.75P(F\mid D)=0.015/0.02=0.75.

(4 marks)

Q6
Tier 3 · Hard

6.

Events AA and BB satisfy P(A)=0.4P(A)=0.4, P(BA)=0.7P(B\mid A)=0.7 and P(AB)=0.5P(A\mid B)=0.5. Given that P(BA)=qP(B\mid A')=q, find qq and P(AB)P(A\cup B).

(5)

(Total for Question 6 is 5 marks)

Mark scheme

Mark scheme for question 6
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6
  • q=715q=\dfrac{7}{15}
  • P(AB)=0.68P(A\cup B)=0.68
5
Notes
P(AB)=P(A)P(BA)=0.4(0.7)=0.28P(A\cap B)=P(A)P(B\mid A)=0.4(0.7)=0.28. Since P(AB)=0.5P(A\mid B)=0.5, P(B)=0.28/0.5=0.56P(B)=0.28/0.5=0.56. Total probability gives 0.56=0.4(0.7)+0.6q0.56=0.4(0.7)+0.6q, so q=0.28/0.6=7/15q=0.28/0.6=7/15. Finally P(AB)=0.4+0.560.28=0.68P(A\cup B)=0.4+0.56-0.28=0.68.

(5 marks)

Q7
Tier 2 · Standard

7.

Machine A produces 60%60\% of a factory's components and machine B produces the rest. Their defective rates are 2%2\% and 5%5\% respectively. After learning that a randomly selected component is defective, calculate the conditional probability that its source was machine B.

(4)

(Total for Question 7 is 4 marks)

Mark scheme

Mark scheme for question 7
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7
  • P(BD)=0.625P(B\mid D)=0.625
4
Notes
The joint probabilities are P(AD)=0.60(0.02)=0.012P(A\cap D)=0.60(0.02)=0.012 and P(BD)=0.40(0.05)=0.020P(B\cap D)=0.40(0.05)=0.020. Hence P(D)=0.012+0.020=0.032P(D)=0.012+0.020=0.032. Restricting the sample space to defective components gives P(BD)=0.020/0.032=0.625P(B\mid D)=0.020/0.032=0.625.

(4 marks)

Q8
Tier 3 · Hard

8.

Box A is selected with probability 0.70.7 and box B with probability 0.30.3. Box A contains 44 red and 22 blue counters; box B contains 33 red and 11 blue counter. Two counters are drawn without replacement from the selected box and both are red. Find the probability that box B was selected.

(5)

(Total for Question 8 is 5 marks)

Mark scheme

Mark scheme for question 8
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8
  • P(BRR)=1543P(B\mid RR)=\dfrac{15}{43}
5
Notes
For box A, P(RRA)=4635=25P(RR\mid A)=\frac46\frac35=\frac25, so P(ARR)=71025=725P(A\cap RR)=\frac7{10}\frac25=\frac7{25}. For box B, P(RRB)=3423=12P(RR\mid B)=\frac34\frac23=\frac12, so P(BRR)=31012=320P(B\cap RR)=\frac3{10}\frac12=\frac3{20}. Therefore P(RR)=725+320=43100P(RR)=\frac7{25}+\frac3{20}=\frac{43}{100}, and P(BRR)=(3/20)/(43/100)=15/43P(B\mid RR)=(3/20)/(43/100)=15/43.

(5 marks)

Q9
Tier 3 · Hard

9.

In a group of 100100 people, 4040 use service AA and 3030 use service BB. Let xx be the number who use both services. Complete the four cell counts of a two-way table in terms of xx. Given that using AA and using BB are independent, find xx and then calculate P(AB)P(A'\mid B').

(5)

(Total for Question 9 is 5 marks)

Mark scheme

Mark scheme for question 9
QuestionSchemeMarks
9
  • The cell counts for (AB),(AB),(AB),(AB)(A\cap B),(A\cap B'),(A'\cap B),(A'\cap B') are x,40x,30x,30+xx,40-x,30-x,30+x.
  • x=12x=12
  • P(AB)=4270=0.6P(A'\mid B')=\dfrac{42}{70}=0.6
5
Notes
The margins give the remaining cells by subtraction, and the neither cell is 100[x+(40x)+(30x)]=30+x100-[x+(40-x)+(30-x)]=30+x. Independence requires x/100=(40/100)(30/100)x/100=(40/100)(30/100), so x=12x=12. There are 7070 people in BB', of whom 30+12=4230+12=42 are also in AA', giving 42/70=0.642/70=0.6.

(5 marks)

Q10
Tier 3 · Hard

10.

A customer is a premium member with probability 0.300.30 and otherwise is a standard member. A premium member renews with probability 0.800.80, while a standard member renews with probability qq. The overall renewal probability is 0.590.59. Find qq. Given that a customer does not renew, find the probability that the customer is a standard member. Two customers are then selected independently from this population; find the probability that exactly one renews.

(6)

(Total for Question 10 is 6 marks)

Mark scheme

Mark scheme for question 10
QuestionSchemeMarks
10
  • q=0.50q=0.50
  • P(standardnot renew)=3541P(\text{standard}\mid\text{not renew})=\dfrac{35}{41}
  • P(exactly one renewal)=0.4838P(\text{exactly one renewal})=0.4838
6
Notes
Total probability gives 0.59=0.30(0.80)+0.70q0.59=0.30(0.80)+0.70q, so q=0.50q=0.50. The joint probability of being standard and not renewing is 0.70(0.50)=0.350.70(0.50)=0.35, while P(not renew)=0.41P(\text{not renew})=0.41, so the conditional probability is 35/4135/41. For two independently selected customers, exactly one renewal has probability 2(0.59)(0.41)=0.48382(0.59)(0.41)=0.4838.

(6 marks)

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