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AI SL · 13.1

Probability

13.1.9

Probability review: the boy or girl problem

13.1.9

Probability review: the boy or girl problem

Target: I can list a sample space of equally likely outcomes and cross out the outcomes a condition rules out. (+4 more)

By the end of this section

Key points

The boy or girl problem

  • A family has two children. List the outcomes, older child first: BB, BG, GB, GG. Each has probability \(\frac{1}{4}\).
  • "At least one is a boy" rules out GG only. That leaves BB, BG, GB, so P(both boys) = \(\frac{1}{3}\).
  • "The older one is a boy" rules out GB and GG. That leaves BB, BG, so P(both boys) = \(\frac{1}{2}\).
  • The words change which outcomes are left, so they change the sample space. Read the condition, cross out what it rules out, then count what is left.

Same and different, at least one

  • Without replacement, the second probability depends on the first draw: after a red ball, there is one fewer red ball and one fewer ball in all.
  • "Same colour" and "different colour" together cover every case, so their probabilities add to 1.
  • "At least one" is the complement of "none": \(P(\text{at least one})=1-P(\text{none})\).
  • For independent days, multiply: P(none in 3 days) is \((1-p)^3\).

Three-set Venn diagrams

  • Fill from the middle out: the region in all three circles first, then the overlaps of two, then the single circles, then the outside.
  • When the middle region is unknown, call it x. Write every other region in terms of x and add all the regions to get an equation.
  • A conditional probability only counts the people in the given group. Write that number as the denominator.

Chapter checklist

  • \(P(A')=1-P(A)\)
  • \(P(A\cup B)=P(A)+P(B)-P(A\cap B)\)
  • Mutually exclusive: \(P(A\cap B)=0\). Independent: \(P(A\cap B)=P(A)\times P(B)\).
  • Conditional: \(P(A|B)=\frac{P(A\cap B)}{P(B)}\). Expected number of occurrences = probability × number of trials.

Worked examples

Problems like the ones in class. Pick one, try it, then open the working.
One of them is a boy

A mother has two children. One of them is a boy. Find the probability that both are boys.

Working
  1. List the sample space

    BB, BG, GB, GG

    Older child first. Each outcome has probability \(\frac{1}{4}\).

  2. Rule out

    Cross out GG

    At least one boy: only GG is ruled out.

  3. Count

    Left: BB, BG, GB. Only BB has two boys.

    Three equally likely outcomes remain.

  4. Probability

    \(P=\frac{1}{3}\)

    Same as \(\frac{P(BB)}{P(\text{at least one boy})}=\frac{1/4}{3/4}\).

Video walkthrough coming
The older one is a boy

A mother has two children. The older one is a boy. Find the probability that both are boys.

Working
  1. List the sample space

    BB, BG, GB, GG

    Older child first. Each outcome has probability \(\frac{1}{4}\).

  2. Rule out

    Cross out GB and GG

    The older child is a boy: any outcome starting with G goes.

  3. Count

    Left: BB, BG

    Two equally likely outcomes remain.

  4. Probability

    \(P=\frac{1}{2}\)

    The condition names a child, so the younger child is free to be a boy or a girl. This is why the answers differ.

Video walkthrough coming
Same colour or different?

A tin holds 7 plain biscuits and 5 chocolate biscuits. Two are taken out at random, one after the other, without replacement. Is it more likely that the two biscuits are the same type or different types?

Working
  1. Both plain

    \(\frac{7}{12}\times\frac{6}{11}=\frac{42}{132}\)

    After one plain biscuit, 6 plain and 11 in all.

  2. Both chocolate

    \(\frac{5}{12}\times\frac{4}{11}=\frac{20}{132}\)

    After one chocolate, 4 chocolate and 11 in all.

  3. Same type

    \(P=\frac{62}{132}=\frac{31}{66}\)

    Add the two branches.

  4. Different type

    \(P=1-\frac{31}{66}=\frac{35}{66}\)

    0.530 is larger than 0.470: different is more likely.

Video walkthrough coming
At least one late day

A train is late on any given day with probability 0.15, independently of other days. Find the probability that it is late on at least one of 4 days.

Working
  1. Use the complement

    \(P(\text{at least one})=1-P(\text{none})\)

    'At least one' has many cases. 'None' has one.

  2. None late

    \(0.85^4=0.522\)

    Not late has probability 1 − 0.15 = 0.85. Four independent days: multiply.

  3. Subtract

    \(1-0.522=0.478\)

    About 0.478.

Video walkthrough coming
A three-set Venn diagram

In a group of 60 pupils, 28 play football (F), 25 play hockey (H) and 22 play rugby (R). 9 play football and hockey, 8 play hockey and rugby, 7 play football and rugby, and 4 play all three. (a) Draw a Venn diagram. (b) Find the probability that a pupil plays exactly one of the three sports. (c) Given that a pupil plays rugby, find the probability that they also play hockey.

16121154345FHR
Working
  1. All three

    4

    Start in the middle.

  2. Two only

    F and H only: 9 − 4 = 5. H and R only: 8 − 4 = 4. F and R only: 7 − 4 = 3.

    Take the middle out of each overlap.

  3. One only

    F only 16, H only 12, R only 11. Outside: 60 − 55 = 5.

    For F only: 28 − 5 − 3 − 4 = 16.

  4. Exactly one

    \(P=\frac{16+12+11}{60}=\frac{39}{60}=\frac{13}{20}\)

    Add the three single-circle regions.

  5. Given rugby

    \(P=\frac{8}{22}=\frac{4}{11}\)

    Circle R holds 22 pupils. 8 of them are also in H.

Video walkthrough coming
A three-set Venn diagram with x

Each of 34 pupils has at least one of a cat (C), a dog (D) or a fish (F). 20 have a cat, 16 have a dog and 16 have a fish. 7 have a cat and a dog, 6 have a dog and a fish, and 8 have a cat and a fish. Let x be the number who have all three. (a) Show that \(x+31=34\). (b) Find x.

Working
  1. Two only

    C and D only: 7 − x. D and F only: 6 − x. C and F only: 8 − x.

    The overlaps include the x pupils in the middle.

  2. One only

    C only: 20 − (7 − x) − (8 − x) − x = 5 + x. D only: 3 + x. F only: 2 + x.

    Take away the two overlaps and the middle, so x comes back once.

  3. Add everything

    \(x+(7-x)+(6-x)+(8-x)+(5+x)+(3+x)+(2+x)=x+31\)

    The x terms: 1 − 3 + 3 = 1. Everyone has at least one, so the total is 34. This shows \(x+31=34\).

  4. Solve

    \(x=34-31=3\)

    Check: every region is at least 0 when x = 3.

Video walkthrough coming