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YEAR 10 · PROBABILITY · 18 MIN

Conditional language and restricted sample spaces

Restrict the sample space to the given information before finding a conditional probability.

In this lesson

Before you start
  • Compound events and sample spaces
01 / LEARN

Understand the idea.

The condition changes the population

A conditional probability, P⁢(A∣B), asks for the chance of A after restricting attention to outcomes in B. In an equally likely finite sample space, count outcomes satisfying both conditions and divide by the number satisfying the given condition.

The condition must be possible: P⁢(B)>0. The general formula P⁢(A∣B)=P⁢(A∩B)P⁢(B) expresses the same restriction using probabilities. Do not divide by the original total once the reference group has changed.

P⁢(A∣B)=P⁢(A∩B)P⁢(B),P⁢(B)>0

Read the order of the events

Read the condition after the vertical bar first. For P⁢(walk∣girl), keep only girls; for P⁢(girl∣walk), keep only walkers. Both use the same overlap cell, but their denominators can differ.

Before calculating, name the restricted group in words and locate its total. If that group is empty, the conditional probability is undefined by this formula. Otherwise, check that the favourable count cannot exceed the restricted total.

Invented survey of 60 students; every student is in exactly one travel category.
TravelGirlBoyTotal
Cycle12820
Walk182240
Total303060
02 / WORKED EXAMPLES

See the method in action.

EXAMPLE 01

Restrict a die result

A fair die result is known to be odd. Find the probability it is prime.

Worked solution

  1. 1

    Restrict the die outcomes.

    B={1,3,5}

    Knowing the result is odd removes the even outcomes; the remaining outcomes stay equally likely.

  2. 2

    Identify the prime results within that set.

    A∩B={3,5}

    One is not prime because a prime has exactly two positive divisors.

  3. 3

    Use the restricted total.

    P⁢(prime∣odd)=23

    Two of the three possible odd results are prime.

Answer

2/3.

EXAMPLE 02

A survey condition

Using the supplied table, find P(walk|girl).

Invented survey of 60 students; every student is in exactly one travel category.
TravelGirlBoyTotal
Cycle12820
Walk182240
Total303060

Worked solution

  1. 1

    Identify the given group.

    30 girls

    The condition after the bar is girl, so use the girl-column total.

  2. 2

    Count the walkers in that group.

    18 girls walk

    The walk-and-girl cell gives the required overlap.

  3. 3

    Form and simplify the conditional probability.

    P⁢(walk∣girl)=1830=35

    The denominator counts girls rather than walkers or all students.

Answer

3/5.

03 / YOUR TURN

Try it yourself.

Check your understanding

Using the table, find P(girl|walk).

Show answer & reasoning

9/20.

Given walk, restrict to the forty walkers. Eighteen are girls, so P⁢(girl∣walk)=1840=920.

Keep practising

6 worksheet questions · 13 marks

Read the questions online
  1. A fair six-sided die result is known to exceed 3. Find P⁢(even).
    2 marks
  2. A fair six-sided die result is known to be even. Find P⁢(greater than 3).
    2 marks
  3. Find P⁢(cycle∣girl) from the table.
    2 marks
    Invented survey of 60 students; every student is in exactly one travel category.
    TravelGirlBoyTotal
    Cycle12820
    Walk182240
    Total303060
  4. Find P⁢(girl∣cycle) from the table.
    2 marks
    Invented survey of 60 students; every student is in exactly one travel category.
    TravelGirlBoyTotal
    Cycle12820
    Walk182240
    Total303060
  5. Using the travel table, explain why P⁢(cycle∣girl) and P⁢(girl∣cycle) have different denominators.
    3 marks
    Invented survey of 60 students; every student is in exactly one travel category.
    TravelGirlBoyTotal
    Cycle12820
    Walk182240
    Total303060
  6. P⁢(A∩B)=0.12 and P⁢(B)=0.3. Find P⁢(A∣B).
    2 marks
Read the worked solutions

Equivalent correct methods earn the corresponding marks. Include units where asked.

  1. A fair six-sided die result is known to exceed 3. Find P⁢(even).
    2 marks

    Restrict to 4,5,6;4 and 6 are even.

    23.
  2. A fair six-sided die result is known to be even. Find P⁢(greater than 3).
    2 marks

    Restrict to 2,4,6;4 and 6 exceed 3.

    23.
  3. Find P⁢(cycle∣girl) from the table.
    2 marks
    Invented survey of 60 students; every student is in exactly one travel category.
    TravelGirlBoyTotal
    Cycle12820
    Walk182240
    Total303060

    1230=25.

    25.
  4. Find P⁢(girl∣cycle) from the table.
    2 marks
    Invented survey of 60 students; every student is in exactly one travel category.
    TravelGirlBoyTotal
    Cycle12820
    Walk182240
    Total303060

    1220=35.

    35.
  5. Using the travel table, explain why P⁢(cycle∣girl) and P⁢(girl∣cycle) have different denominators.
    3 marks
    Invented survey of 60 students; every student is in exactly one travel category.
    TravelGirlBoyTotal
    Cycle12820
    Walk182240
    Total303060

    Girls total 30, cyclists total 20.

    The same overlap 12 is divided by different totals.

    They condition on different groups.
  6. P⁢(A∩B)=0.12 and P⁢(B)=0.3. Find P⁢(A∣B).
    2 marks

    0.120.3=0.4.

    0.4.
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Curriculum reference & lesson scope

Australian Curriculum v 9 / SA Curriculum

Compound events; systematic counting and the multiplication principle; factorials and simple arrangements; conditional language and restricted sample spaces; conditional probabilities from tables/trees; replacement and dependence; conditional versus unconditional probabilities; designing and interpreting simulations.

Official curriculum source ↗

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