Probability of combined events
By the end of this chapter you will be able to
- List all the outcomes of two events systematically, and count how many are favourable
- Use the fact that the probabilities of all outcomes add up to 1, to find the probability of the opposite event
- Read probabilities from a two-way table or a Venn diagram
- Draw a tree diagram for two events, with and without replacement, and multiply along the branches
- Multiply probabilities of independent events, and find the expected number of outcomes in a number of trials
You should already know
- Probability as a number from 0 to 1, and simple probability (Year 7)
- Fractions, and simplifying fractions (Year 8, Chapter 3)
- Reading tables and simple charts (Year 7 and Year 8)
Where this leads
- Conditional probability and Venn diagrams with three sets (GCSE)
- Expected values and simulations in real-life data (GCSE)
- Probability with more than two events and dependent events in depth (Year 9)
National Curriculum for England, Key Stage 3 mathematics, Year 8. Content: List the outcomes of a combined event, and use a sample space, Use a two-way table and a Venn diagram to find probabilities, Find probabilities of combined events using tree diagrams and the rule that probabilities add up to 1, Find the probability of independent events, and the expected frequency of an outcome, Use probability to compare fairness and make predictions.
Exercise P Do you remember?
Non-calculatorMethod. The die has six faces: 1, 2, 3, 4, 5 and 6.
- Count the faces. Each face shows one number.1, 2, 3, 4, 5, 6
- Write the answer. 6
Check. Each outcome is equally likely.
Method. Probability = favourable ÷ total.
- Count the outcomes. There is one 3 out of six faces.1 favourable, 6 total
- Write the fraction. 1 out of 6.1/6
- Write the answer. 1/6
Check. There are six equally likely faces.
Method. 0.25 is 25 hundredths.
- Write as a fraction. 0.25 = 25/100.25/100
- Simplify. Divide the top and bottom by 25.1/4
Check. 1/4 = 0.25.
Method. Subtract from 1.
- Write the sum. Start with 1 whole.1
- Subtract. 1 − 0.3 = 0.7.0.7
Check. 0.7 + 0.3 = 1.
Method. List the results.
- List the outcomes. HH, HT, TH, TT.HH, HT, TH, TT
- Write the answer. 4
Check. 2 coins × 2 sides = 4.
Sample spaces and listing outcomes
The sample space is the list of all possible outcomes. For two dice, there are 6 × 6 = 36 equally likely outcomes.
To list outcomes systematically, go through one event in order and pair it with every outcome of the other. This makes sure no outcome is missed.
Key ideas
- List outcomes in a systematic way, so none are missed or repeated.
- For two events with a and b outcomes, there are a × b outcomes altogether.
- Probability = number of favourable outcomes ÷ total number of outcomes.
- Each outcome in a fair sample space is equally likely.
Method. Probability = favourable outcomes ÷ total outcomes. List or count the outcomes first.
- Count the total outcomes. Every outcome is equally likely.total = 36
- Count the favourable outcomes. Outcomes where the total is 7: (1, 6), (2, 5), (3, 4), (4, 3), (5, 2), (6, 1).favourable = 6
- Write the probability. Put the favourable outcomes over the total, then simplify.6/36 = 1/6
- Write the answer. 1/6
Check. The probability must be between 0 and 1: 1/6 is.
Watch out. Check the total is the full list of outcomes. Each outcome should be counted once.
Method. List the sample space, then count the outcomes with at least one head.
- List the outcomes. The sample space is HH, HT, TH, TT.HH, HT, TH, TT
- Count the favourable. At least one head: HH, HT and TH (3 outcomes).3
- Write the probability. There are 4 outcomes altogether.3/4
- Write the answer. 3/4
Check. Only TT has no head, so 1 − 1/4 = 3/4.
Method. Multiply the number of outcomes of each event.
- Count the spinner outcomes. The spinner has 4 outcomes.4
- Count the token outcomes. The token has 2 outcomes.2
- Multiply. The total number of outcomes is 4 × 2 = 8.8
- Write the answer. 8 outcomes
Check. The 8 outcomes are 1R, 1B, 2R, 2B, 3R, 3B, 4R, 4B.
Watch out
Watch out: the outcome (1, 2) is different from (2, 1) when you roll two different dice. List both, unless the dice are the same.
Exam tip
Exam tip. Write a complete list or a grid before you count. Examiners check that you have counted each outcome once.
Exercise 12A Sample spaces and listing outcomes
Non-calculatorMethod. Probability = favourable outcomes ÷ total outcomes. List or count the outcomes first.
- Count the total outcomes. Every outcome is equally likely.total = 36
- Count the favourable outcomes. Outcomes where the total is 7: (1, 6), (2, 5), (3, 4), (4, 3), (5, 2), (6, 1).favourable = 6
- Write the probability. Put the favourable outcomes over the total, then simplify.6/36 = 1/6
- Write the answer. 1/6
Check. The probability must be between 0 and 1: 1/6 is.
Watch out. Check the total is the full list of outcomes. Each outcome should be counted once.
Method. Probability = favourable outcomes ÷ total outcomes. List or count the outcomes first.
- Count the total outcomes. Every outcome is equally likely.total = 36
- Count the favourable outcomes. Outcomes where the total is 10: (4, 6), (5, 5), (6, 4).favourable = 3
- Write the probability. Put the favourable outcomes over the total, then simplify.3/36 = 1/12
- Write the answer. 1/12
Check. The probability must be between 0 and 1: 1/12 is.
Watch out. Check the total is the full list of outcomes. Each outcome should be counted once.
Method. Probability = favourable outcomes ÷ total outcomes. List or count the outcomes first.
- Count the total outcomes. Every outcome is equally likely.total = 36
- Count the favourable outcomes. Outcomes where both dice show the same number: (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6).favourable = 6
- Write the probability. Put the favourable outcomes over the total, then simplify.6/36 = 1/6
- Write the answer. 1/6
Check. The probability must be between 0 and 1: 1/6 is.
Watch out. Check the total is the full list of outcomes. Each outcome should be counted once.
Method. Probability = favourable outcomes ÷ total outcomes. List or count the outcomes first.
- Count the total outcomes. Every outcome is equally likely.total = 36
- Count the favourable outcomes. Outcomes where the total is more than 9: (4, 6), (5, 5), (5, 6), (6, 4), (6, 5), (6, 6).favourable = 6
- Write the probability. Put the favourable outcomes over the total, then simplify.6/36 = 1/6
- Write the answer. 1/6
Check. The probability must be between 0 and 1: 1/6 is.
Watch out. Check the total is the full list of outcomes. Each outcome should be counted once.
Method. Probability = favourable outcomes ÷ total outcomes. List or count the outcomes first.
- Count the total outcomes. Every outcome is equally likely.total = 36
- Count the favourable outcomes. Outcomes where both numbers are even: (2, 2), (2, 4), (2, 6), (4, 2), (4, 4), (4, 6), (6, 2), (6, 4), (6, 6).favourable = 9
- Write the probability. Put the favourable outcomes over the total, then simplify.9/36 = 1/4
- Write the answer. 1/4
Check. The probability must be between 0 and 1: 1/4 is.
Watch out. Check the total is the full list of outcomes. Each outcome should be counted once.
Method. Probability = favourable outcomes ÷ total outcomes. List or count the outcomes first.
- Count the total outcomes. Every outcome is equally likely.total = 36
- Count the favourable outcomes. Outcomes where the difference is 1: (1, 2), (2, 1), (2, 3), (3, 2), (3, 4), (4, 3), (4, 5), (5, 4), (5, 6), (6, 5).favourable = 10
- Write the probability. Put the favourable outcomes over the total, then simplify.10/36 = 5/18
- Write the answer. 5/18
Check. The probability must be between 0 and 1: 5/18 is.
Watch out. Check the total is the full list of outcomes. Each outcome should be counted once.
Method. Probability = favourable outcomes ÷ total outcomes. List or count the outcomes first.
- Count the total outcomes. Every outcome is equally likely.total = 36
- Count the favourable outcomes. Outcomes where the total is less than 4: (1, 1), (1, 2), (2, 1).favourable = 3
- Write the probability. Put the favourable outcomes over the total, then simplify.3/36 = 1/12
- Write the answer. 1/12
Check. The probability must be between 0 and 1: 1/12 is.
Watch out. Check the total is the full list of outcomes. Each outcome should be counted once.
Method. Probability = favourable outcomes ÷ total outcomes. List or count the outcomes first.
- Count the total outcomes. Every outcome is equally likely.total = 36
- Count the favourable outcomes. Outcomes where the total is 2: (1, 1).favourable = 1
- Write the probability. Put the favourable outcomes over the total, then simplify.1/36 = 1/36
- Write the answer. 1/36
Check. The probability must be between 0 and 1: 1/36 is.
Watch out. Check the total is the full list of outcomes. Each outcome should be counted once.
Method. List the sample space, then count the outcomes.
- List the outcomes. HH, HT, TH, TT.HH, HT, TH, TT
- Count the favourable outcomes. Two tails is only TT.1
- Write the answer. 1 out of 4.1/4
Check. The four outcomes are equally likely.
Method. Find the total outcomes, then the favourable ones.
- Total outcomes. The spinner has 4 outcomes and the coin has 2, so 4 × 2 = 8.8
- Favourable outcomes. Only 3H is a 3 and a head.1
- Write the answer. The probability is 1 out of 8.1/8
Check. 8 outcomes in total, one of which is 3H.
Method. Fix the first die at 6, and count the choices for the second die.
- Fix the first die. The first die shows 6.6
- Count the second die. The second die can be 1, 2, 3, 4, 5 or 6.6 outcomes
- Write the answer. 6
Check. 6 out of 36 is 1/6.
Method. Use a systematic list: the first counter, then the second.
- Choose the first. First counter red, then blue.R, B
- Pair with the second. For each first choice, list both second choices.RR, RB, BR, BB
- Write the answer. RR, RB, BR, BB
Check. There are 2 × 2 = 4 outcomes.
Method. List all the outcomes.
- List the outcomes. The first coin can be H or T, and so can the second.HH, HT, TH, TT
- Compare. Ali missed HT and TH.HT and TH are missing
- Write the answer. Ali is not right.No
Check. There are 4 outcomes, not 2.
Method. Count the ordered pairs.
- Count the first die. The first die has 6 outcomes.6
- Count the second die. For each, the second die has 6 outcomes.6 × 6
- Write the answer. 36
Check. 21 = 6 + 5 + 4 + 3 + 2 + 1 counts only the unordered pairs.
Method. Two reds: each pick is red with probability 1/2.
- List the sample space. RR, RB, BR, BB.4 outcomes
- Find the favourable outcomes. Only RR is two reds.1
- Write the answer. 1/4
Check. The four outcomes are equally likely.
The probability scale and the opposite event
Every probability is between 0 (impossible) and 1 (certain).
The probabilities of all the possible outcomes add up to 1. So if the probability of an event is P(A), the probability that it does not happen is 1 − P(A).
Key ideas
- A probability is between 0 and 1.
- The probabilities of all the outcomes add up to 1.
- P(not A) = 1 − P(A).
- Find a missing probability by subtracting the others from 1.
Method. The probabilities of all the outcomes add up to 1. So P(not A) = 1 − P(A).
- Write the rule. P(not A) = 1 − P(A).P(not A) = 1 − P(A)
- Put in the number. P(A) = 2/5.1 − 2/5
- Work it out. Subtract from 1.1 − 2/5 = 3/5
- Write the answer. 3/5
Check. 2/5 + 3/5 = 1.
Method. The three probabilities add up to 1, so the missing one is 1 minus the others.
- Add the known probabilities. 0.2 + 0.5 = 0.7.0.7
- Subtract from 1. 1 − 0.7 = 0.3.0.3
- Write the answer. 0.3
Check. 0.2 + 0.5 + 0.3 = 1.
Method. The probabilities of all the outcomes add up to 1. So P(not A) = 1 − P(A).
- Write the rule. P(not A) = 1 − P(A).P(not A) = 1 − P(A)
- Put in the number. P(A) = 1/6.1 − 1/6
- Work it out. Subtract from 1.1 − 1/6 = 5/6
- Write the answer. 5/6
Check. 1/6 + 5/6 = 1.
Watch out
Watch out: 1 − P(A) gives the probability that A does not happen, not P(A) subtracted from 0.
Exam tip
Exam tip. If you are asked for the probability of “not” something, try 1 minus the probability of the thing.
Exercise 12B The opposite event and the sum to 1
Non-calculatorMethod. The probabilities of all the outcomes add up to 1. So P(not A) = 1 − P(A).
- Write the rule. P(not A) = 1 − P(A).P(not A) = 1 − P(A)
- Put in the number. P(A) = 2/5.1 − 2/5
- Work it out. Subtract from 1.1 − 2/5 = 3/5
- Write the answer. 3/5
Check. 2/5 + 3/5 = 1.
Method. The probabilities of all the outcomes add up to 1. So P(not A) = 1 − P(A).
- Write the rule. P(not A) = 1 − P(A).P(not A) = 1 − P(A)
- Put in the number. P(A) = 1/6.1 − 1/6
- Work it out. Subtract from 1.1 − 1/6 = 5/6
- Write the answer. 5/6
Check. 1/6 + 5/6 = 1.
Method. The probabilities of all the outcomes add up to 1. So P(not A) = 1 − P(A).
- Write the rule. P(not A) = 1 − P(A).P(not A) = 1 − P(A)
- Put in the number. P(A) = 3/4.1 − 3/4
- Work it out. Subtract from 1.1 − 3/4 = 1/4
- Write the answer. 1/4
Check. 3/4 + 1/4 = 1.
Method. The probabilities of all the outcomes add up to 1. So P(not A) = 1 − P(A).
- Write the rule. P(not A) = 1 − P(A).P(not A) = 1 − P(A)
- Put in the number. P(A) = 1/3.1 − 1/3
- Work it out. Subtract from 1.1 − 1/3 = 2/3
- Write the answer. 2/3
Check. 1/3 + 2/3 = 1.
Method. The probabilities of all the outcomes add up to 1. So P(not A) = 1 − P(A).
- Write the rule. P(not A) = 1 − P(A).P(not A) = 1 − P(A)
- Put in the number. P(A) = 7/10.1 − 7/10
- Work it out. Subtract from 1.1 − 7/10 = 3/10
- Write the answer. 3/10
Check. 7/10 + 3/10 = 1.
Method. The probabilities of all the outcomes add up to 1. So P(not A) = 1 − P(A).
- Write the rule. P(not A) = 1 − P(A).P(not A) = 1 − P(A)
- Put in the number. P(A) = 5/8.1 − 5/8
- Work it out. Subtract from 1.1 − 5/8 = 3/8
- Write the answer. 3/8
Check. 5/8 + 3/8 = 1.
Method. The three probabilities add up to 1.
- Add the known probabilities. 0.2 + 0.5 = 0.7.0.7
- Subtract from 1. 1 − 0.7 = 0.3.0.3
- Write the answer. 0.3
Check. 0.2 + 0.5 + 0.3 = 1.
Method. Add the known probabilities, then subtract from 1.
- Add. 1/2 + 1/3 = 5/6.5/6
- Subtract from 1. 1 − 5/6 = 1/6.1/6
- Write the answer. 1/6
Check. 1/2 + 1/3 + 1/6 = 1.
Method. Subtract the probability of late from 1.
- Write the rule. P(on time) = 1 − P(late).P(on time) = 1 − 0.15
- Subtract. 1 − 0.15 = 0.85.0.85
- Write the answer. 0.85
Check. 0.85 + 0.15 = 1.
Method. The probabilities of all the outcomes add up to 1. So P(not A) = 1 − P(A).
- Write the rule. P(not A) = 1 − P(A).P(not A) = 1 − P(A)
- Put in the number. P(A) = 1/6.1 − 1/6
- Work it out. Subtract from 1.1 − 1/6 = 5/6
- Write the answer. 5/6
Check. 1/6 + 5/6 = 1.
Method. Use the rule P(not A) = 1 − P(A).
- Use the rule. P(not heart) = 1 − 1/4.1 − 1/4
- Subtract. 1 − 1/4 = 3/4.3/4
- Write the answer. Ali is right.Yes
Check. 1/4 + 3/4 = 1.
Method. Check the probability scale.
- Look at the scale. A probability is between 0 (impossible) and 1 (certain).0 to 1
- Compare. 1.2 is bigger than 1.1.2 > 1
- Write the answer. So it is not possible.Not possible
Check. The probabilities of all outcomes add up to 1, so none can be bigger than 1.
Method. The probabilities add up to 1.
- Add the known probabilities. 0.4 + 0.35 = 0.75.0.75
- Subtract from 1. 1 − 0.75 = 0.25.0.25
- Write the answer. 0.25
Check. 0.4 + 0.35 + 0.25 = 1.
Two-way tables and Venn diagrams
A two-way table shows the counts for two events at once. Add the rows and columns to find the totals.
A Venn diagram shows which outcomes are in each set. The overlap is where both events happen.
Key ideas
- A two-way table shows counts for two events: check that the total is the whole group.
- Probability = count ÷ total for the whole group.
- A Venn diagram region shows the number in that region only.
- P(A or B) = the total in either set, counted once.
Method. Use the two-way table. Find the total for the whole group, then the count you want.
- Find the total. The total number of people is 40.total = 40
- Find the count in the table. The number with boy and walks is 12.12
- Write the probability. Put the count over the total, then simplify.12/40 = 3/10
- Write the answer. 3/10
Check. The probability is the count divided by the total: 12 ÷ 40 = 0.300.
Method. Read the number in the correct region of the Venn diagram, then divide by the total number of people.
- Find the total. Add all the regions: 11 + 7 + 5 + 7 = 30.total = 30
- Find the region. The region for football only contains 11.11
- Write the probability. Divide the count by the total and simplify.11/30 = 11/30
- Write the answer. 11/30
Check. The regions add up to 30, which is the whole group.
Method. Use the two-way table. Find the total for the whole group, then the count you want.
- Find the total. The total number of people is 40.total = 40
- Find the count in the table. The number with girl and walks is 10.10
- Write the probability. Put the count over the total, then simplify.10/40 = 1/4
- Write the answer. 1/4
Check. The probability is the count divided by the total: 10 ÷ 40 = 0.250.
Watch out
Watch out: the probability is out of the whole group, not out of the row or column you are looking at, unless the question asks about that group.
Exam tip
Exam tip. Check the totals of the table add up. A missing number can often be found by subtracting from the total.
Exercise 12C Two-way tables and Venn diagrams
Non-calculator| Travel | Walk | Bus | Total |
|---|---|---|---|
| Boys | 12 | 8 | 20 |
| Girls | 10 | 10 | 20 |
| Total | 22 | 18 | 40 |
Method. Use the two-way table. Find the total for the whole group, then the count you want.
- Find the total. The total number of people is 40.total = 40
- Find the count in the table. The number with boy and walks is 12.12
- Write the probability. Put the count over the total, then simplify.12/40 = 3/10
- Write the answer. 3/10
Check. The probability is the count divided by the total: 12 ÷ 40 = 0.300.
| Travel | Walk | Bus | Total |
|---|---|---|---|
| Boys | 12 | 8 | 20 |
| Girls | 10 | 10 | 20 |
| Total | 22 | 18 | 40 |
Method. Use the two-way table. Find the total for the whole group, then the count you want.
- Find the total. The total number of people is 40.total = 40
- Find the count in the table. The number with girl and any is 20.20
- Write the probability. Put the count over the total, then simplify.20/40 = 1/2
- Write the answer. 1/2
Check. The probability is the count divided by the total: 20 ÷ 40 = 0.500.
| Travel | Walk | Bus | Total |
|---|---|---|---|
| Boys | 12 | 8 | 20 |
| Girls | 10 | 10 | 20 |
| Total | 22 | 18 | 40 |
Method. Use the two-way table. Find the total for the whole group, then the count you want.
- Find the total. The total number of people is 40.total = 40
- Find the count in the table. The number with walks and any is 22.22
- Write the probability. Put the count over the total, then simplify.22/40 = 11/20
- Write the answer. 11/20
Check. The probability is the count divided by the total: 22 ÷ 40 = 0.550.
| Travel | Walk | Bus | Total |
|---|---|---|---|
| Boys | 12 | 8 | 20 |
| Girls | 10 | 10 | 20 |
| Total | 22 | 18 | 40 |
Method. Use the two-way table. Find the total for the whole group, then the count you want.
- Find the total. The total number of people is 40.total = 40
- Find the count in the table. The number with girl and bus is 10.10
- Write the probability. Put the count over the total, then simplify.10/40 = 1/4
- Write the answer. 1/4
Check. The probability is the count divided by the total: 10 ÷ 40 = 0.250.
| Travel | Walk | Bus | Total |
|---|---|---|---|
| Boys | 12 | 8 | 20 |
| Girls | 10 | 10 | 20 |
| Total | 22 | 18 | 40 |
Method. Use the two-way table. Find the total for the whole group, then the count you want.
- Find the total. The total number of people is 40.total = 40
- Find the count in the table. The number with bus and any is 18.18
- Write the probability. Put the count over the total, then simplify.18/40 = 9/20
- Write the answer. 9/20
Check. The probability is the count divided by the total: 18 ÷ 40 = 0.450.
Method. Read the number in the correct region of the Venn diagram, then divide by the total number of people.
- Find the total. Add all the regions: 11 + 7 + 5 + 7 = 30.total = 30
- Find the region. The region for football only contains 11.11
- Write the probability. Divide the count by the total and simplify.11/30 = 11/30
- Write the answer. 11/30
Check. The regions add up to 30, which is the whole group.
Method. Read the number in the correct region of the Venn diagram, then divide by the total number of people.
- Find the total. Add all the regions: 11 + 7 + 5 + 7 = 30.total = 30
- Find the region. The region for tennis only contains 5.5
- Write the probability. Divide the count by the total and simplify.5/30 = 1/6
- Write the answer. 1/6
Check. The regions add up to 30, which is the whole group.
Method. Read the number in the correct region of the Venn diagram, then divide by the total number of people.
- Find the total. Add all the regions: 11 + 7 + 5 + 7 = 30.total = 30
- Find the region. The region for neither contains 7.7
- Write the probability. Divide the count by the total and simplify.7/30 = 7/30
- Write the answer. 7/30
Check. The regions add up to 30, which is the whole group.
Method. Read the number in the correct region of the Venn diagram, then divide by the total number of people.
- Find the total. Add all the regions: 11 + 7 + 5 + 7 = 30.total = 30
- Find the region. The region for football or tennis contains 23.23
- Write the probability. Divide the count by the total and simplify.23/30 = 23/30
- Write the answer. 23/30
Check. The regions add up to 30, which is the whole group.
Method. Find the number who like both sports, from the overlap.
- Look at the overlap. The overlap is the pupils who like both, which is 7.7
- Work out the probability. 7 ÷ 30.7/30
- Write the answer. Ali used the football count, not the overlap. Ali is not right.No
Check. 18/30 is the probability of football, not of both.
Method. Add the row totals (or the column totals).
- Add the rows. 15 + 25 = 40.40
- Check the columns. 18 + 22 = 40.40
- Write the answer. 40
Check. The rows and columns must give the same whole total.
Tree diagrams for combined events
A tree diagram shows each event as a set of branches. The probability of a path is found by multiplying the probabilities along its branches.
The probability of an outcome that can happen in more than one way is found by adding the paths.
With replacement the counter is put back, so the probabilities stay the same. Without replacement it is not put back, so the second probabilities change.
Key ideas
- Multiply along the branches to find the probability of a path.
- Add the probabilities of different paths that give the same result.
- With replacement: the probabilities stay the same for each event.
- Without replacement: use one fewer item in the second event.
Method. With replacement, the probabilities are the same for both events, so multiply them.
- Find the first probability. P(red) = 3/8, from 3 red out of 8.3/8
- Find the second probability. The counter is replaced, so P(red) is still 3/8.3/8
- Multiply along the branches. 3/8 × 3/8 = 9/64.9/64
- Write the answer. 9/64
Check. 9/64 is about 0.14.
Method. Without replacement, the second probability uses one fewer counter.
- Find the first probability. P(red) = 3/8.3/8
- Find the second probability. There are now 7 counters, 2 of them red, so P(red) = 2/7.2/7
- Multiply along the branches. 3/8 × 2/7 = 6/56 = 3/28.3/28
- Write the answer. 3/28
Check. 3/28 is smaller than 9/64, because there are fewer reds left.
Method. List the paths on the tree, and add the ones with exactly one head.
- Draw the tree. Each coin has H and T, each with probability 1/2.HH, HT, TH, TT
- Find the paths with one head. HT and TH.HT and TH
- Multiply and add. 1/2 × 1/2 = 1/4 for each path, and 1/4 + 1/4 = 1/2.1/4 + 1/4
- Write the answer. 1/2
Check. There are 4 equally likely paths, and 2 of them have one head.
Watch out
Watch out: without replacement, the second probabilities change. Use one fewer counter, and one fewer of the colour you took first.
Exam tip
Exam tip. Write each branch probability on the branch. Then multiply along the path. Check that the branches from each point add up to 1.
Exercise 12D Tree diagrams
Non-calculatorMethod. With replacement, the probabilities are the same each time.
- First red. P(red) = 3/8.3/8
- Second red. The counter is replaced, so P(red) = 3/8.3/8
- Multiply. 3/8 × 3/8 = 9/64.9/64
- Write the answer. 9/64
Check. 9/64 is about 0.14.
Method. Without replacement, there is one fewer counter for the second pick.
- First red. P(red) = 3/8.3/8
- Second red. Now 2 of the 7 counters are red, so P(red) = 2/7.2/7
- Multiply. 3/8 × 2/7 = 6/56 = 3/28.3/28
- Write the answer. 3/28
Check. 3/28 is smaller than 9/64.
Method. Add the two paths RB and BR.
- Path RB. P(red then blue) = 3/8 × 5/8 = 15/64.15/64
- Path BR. P(blue then red) = 5/8 × 3/8 = 15/64.15/64
- Add. 15/64 + 15/64 = 30/64 = 15/32.15/32
- Write the answer. 15/32
Check. The four paths add to 1: 9/64 + 15/64 + 15/64 + 25/64 = 1.
Method. Use the fact that P(at least one red) = 1 − P(no reds).
- Find P(two blues). P(blue) = 5/8, so P(BB) = 5/8 × 5/8 = 25/64.25/64
- Subtract from 1. P(at least one red) = 1 − 25/64 = 39/64.39/64
- Write the answer. 39/64
Check. 9 + 15 + 15 = 39, which matches 39/64.
Method. Multiply along the HH path.
- First head. P(H) = 1/2.1/2
- Second head. P(H) = 1/2.1/2
- Multiply. 1/2 × 1/2 = 1/4.1/4
- Write the answer. 1/4
Check. There are 4 equally likely outcomes, and only HH is two heads.
Method. The second spin has P(blue) = 3/4, because P(red) = 1/4.
- First spin red. P(red) = 1/4.1/4
- Second spin blue. P(blue) = 1 − 1/4 = 3/4.3/4
- Multiply. 1/4 × 3/4 = 3/16.3/16
- Write the answer. 3/16
Check. 3/16 is less than 1/4.
Method. Without replacement, the second probability uses 9 counters, of which 3 are white.
- First white. P(white) = 4/10 = 2/5.2/5
- Second white. Now 3 of the 9 counters are white, so P = 3/9 = 1/3.1/3
- Multiply. 2/5 × 1/3 = 2/15.2/15
- Write the answer. 2/15
Check. 2/15 is less than 2/5 × 2/5.
Method. Compare the second probabilities.
- With replacement. The second probability is 3/8.3/8
- Without replacement. The second probability is 2/7, which is smaller.2/7
- Write the answer. Fewer reds left
Check. 2/7 is about 0.29 and 3/8 is 0.375.
Method. Look at the branch probabilities.
- Find P(HT). P(H) × P(T) = 1/2 × 1/2.1/4
- Compare. Ali said 1/2, but P(HT) is 1/4.1/4 ≠ 1/2
- Write the answer. Ali is not right. P(exactly one head) is 1/2, but P(HT) on its own is 1/4.No
Check. HT is one of four equally likely paths.
Independent events, expected frequency and fairness
Two events are independent if the result of one does not affect the other. For independent events, P(A and B) = P(A) × P(B).
The expected frequency of an outcome is its probability multiplied by the number of trials: expected = P × number of trials.
A game is fair when each player has the same chance of winning.
Key ideas
- For independent events, multiply the probabilities.
- Expected frequency = probability × number of trials.
- Expected values are predictions, not exact results.
- A game is fair if each player has an equal chance of winning.
Method. The events are independent, so multiply the probabilities.
- Find P(6). One face out of six.1/6
- Find P(head). One side out of two.1/2
- Multiply. 1/6 × 1/2 = 1/12.1/12
- Write the answer. 1/12
Check. There are 12 equally likely outcomes, and one of them is 6H.
Method. Expected frequency = probability × number of trials.
- Find the probability. P(6) = 1/6.1/6
- Multiply by the number of trials. 1/6 × 120 = 20.20
- Write the answer. 20
Check. 20 out of 120 is 1/6.
Method. Use expected frequency = probability × number of trials.
- Find the probability. P(head) = 1/2.1/2
- Multiply. 1/2 × 50 = 25.25
- Write the answer. 25
Check. About half of 50 is 25.
Watch out
Watch out: expected frequency is a prediction. A coin tossed 50 times may not give exactly 25 heads.
Exam tip
Exam tip. When you find an expected number, say that it is an expected value, not a certain result.
Exercise 12E Independent events, expected frequency and fairness
Non-calculatorMethod. Independent events: multiply.
- Find P(head). 1/2.1/2
- Find P(3). 1/6.1/6
- Multiply. 1/2 × 1/6 = 1/12.1/12
- Write the answer. 1/12
Check. 1/12 is 1 out of 12 outcomes.
Method. Multiply the probabilities for each coin.
- First coin head. 1/2.1/2
- Second coin head. 1/2.1/2
- Multiply. 1/2 × 1/2 = 1/4.1/4
- Write the answer. 1/4
Check. HH is one of four outcomes.
Method. Expected = probability × trials.
- Probability of a 6. 1/6.1/6
- Multiply by 120. 120 ÷ 6 = 20.20
- Write the answer. 20
Check. 20 out of 120 is 1 in 6.
Method. Expected = probability × trials.
- Probability of a tail. 1/2.1/2
- Multiply by 50. 50 ÷ 2 = 25.25
- Write the answer. 25
Check. Half of 50 is 25.
Method. Expected = probability × trials.
- Multiply. 1/4 × 200 = 50.50
- Write the answer. 50
Check. 50 is a quarter of 200.
Method. P(red) = 4/10, then multiply by 50.
- Find P(red). 4 out of 10 = 2/5.2/5
- Multiply by 50. 2/5 × 50 = 20.20
- Write the answer. 20
Check. 20 out of 50 is 2 in 5.
Method. Multiply the probabilities, because the coin and die are independent.
- Probability of heads. 1/2.1/2
- Probability of a 6. 1/6.1/6
- Multiply. 1/2 × 1/6 = 1/12.1/12
- Write the answer. 1/12
Check. The 12 outcomes are equally likely.
Method. A game is fair when each player has the same chance.
- Find each chance. P(red) = 1/2 and P(blue) = 1/2.1/2 and 1/2
- Compare. The chances are equal.1/2 = 1/2
- Write the answer. Yes
Check. Equal chances mean a fair game.
Method. Find the chance for each player.
- Player A. P(1 or 2) = 2/6 = 1/3.1/3
- Player B. P(3, 4, 5 or 6) = 4/6 = 2/3.2/3
- Compare. The chances are different, 1/3 and 2/3.1/3 ≠ 2/3
- Write the answer. No
Check. Player B is twice as likely to win, so the game is not fair.
Method. Multiply the probabilities for the two independent coins.
- Find P(head) for each coin. Each is 1/2.1/2 and 1/2
- Multiply. 1/2 × 1/2 = 1/4.1/4
- Write the answer. Ali is not right: P(two heads) is 1/4.No
Check. HH is one of four equally likely outcomes.
Method. Find the probability of a number bigger than 4, then multiply.
- Find the probability. 5 or 6 are bigger than 4, so P = 2/6 = 1/3.1/3
- Multiply. 1/3 × 300 = 100.100
- Write the answer. 100
Check. 100 out of 300 is 1 in 3.
Chapter summary
| Skill | Method |
|---|---|
| Sample space | Systematic list of all equally likely outcomes; count favourable outcomes over the total |
| Opposite event | P(not A) = 1 − P(A) |
| Two-way table and Venn | Use the counts in the region, divided by the whole total |
| Tree diagram | Multiply along each path; add paths with the same result |
| With and without replacement | With: same probabilities; without: one fewer item for the second event |
| Independent events | P(A and B) = P(A) × P(B) |
| Expected frequency | Probability × number of trials |
Can you…?
- I can list the outcomes of two events and count the favourable ones
- I can find the probability of the opposite event, and use the total of 1
- I can read probabilities from a two-way table and a Venn diagram
- I can draw a tree diagram, with and without replacement, and multiply along branches
- I can find the probability of independent events
- I can find an expected frequency and say whether a game is fair
Key terms
- sample space
- the list of all possible outcomes
- outcome
- one possible result of an event
- event
- one or more outcomes we are interested in
- independent events
- events where the result of one does not change the other
- replacement
- putting an item back before the next choice
- expected frequency
- the number of times an outcome should happen, on average, in a number of trials
- fair game
- a game where each player has an equal chance of winning
Exercise 12Z Check-up
Non-calculatorMethod. Probability = favourable outcomes ÷ total outcomes. List or count the outcomes first.
- Count the total outcomes. Every outcome is equally likely.total = 36
- Count the favourable outcomes. Outcomes where the total is 5: (1, 4), (2, 3), (3, 2), (4, 1).favourable = 4
- Write the probability. Put the favourable outcomes over the total, then simplify.4/36 = 1/9
- Write the answer. 1/9
Check. The probability must be between 0 and 1: 1/9 is.
Watch out. Check the total is the full list of outcomes. Each outcome should be counted once.
Method. P(no rain) = 1 − P(rain).
- Subtract. 1 − 0.35 = 0.65.0.65
- Write the answer. 0.65
Check. 0.35 + 0.65 = 1.
Method. With replacement, multiply the same probability twice.
- Find P(blue). 3 out of 5.3/5
- Multiply. 3/5 × 3/5 = 9/25.9/25
- Write the answer. 9/25
Check. 9/25 is 0.36.
Method. Without replacement, the second probability uses one fewer counter.
- First blue. P(blue) = 3/5.3/5
- Second blue. Now 2 of 4 counters are blue, so P = 2/4 = 1/2.1/2
- Multiply. 3/5 × 1/2 = 3/10.3/10
- Write the answer. 3/10
Check. 3/10 is smaller than 9/25.
Method. Expected = probability × trials.
- Probability of a 2. 1/6.1/6
- Multiply by 60. 60 ÷ 6 = 10.10
- Write the answer. 10
Check. 10 out of 60 is 1 in 6.
Method. Multiply the probabilities for independent events.
- P(tail). 1/2.1/2
- P(odd). The odd numbers on a die are 1, 3 and 5, so P = 3/6 = 1/2.1/2
- Multiply. 1/2 × 1/2 = 1/4.1/4
- Write the answer. 1/4
Check. 1/4 of the outcomes.
Method. The probabilities add up to 1.
- Add the known probabilities. 0.2 + 0.3 = 0.5.0.5
- Subtract from 1. 1 − 0.5 = 0.5.0.5
- Write the answer. 0.5
Check. 0.2 + 0.3 + 0.5 = 1.
Method. List the outcomes, then count those with at least one tail.
- List. HH, HT, TH, TT.HH, HT, TH, TT
- Count. At least one tail: HT, TH, TT, so 3 outcomes.3
- Write the answer. 3/4
Check. HH has no tail, so 1 − 1/4 = 3/4.
Method. Multiply along the branches.
- First red. 1/3.1/3
- Second red. 1/3.1/3
- Multiply. 1/3 × 1/3 = 1/9.1/9
- Write the answer. 1/9
Check. 1/9 is about 0.11.
Total 29 marks. Allow about 29 minutes.
Exercise 12X Exam-style questions
Non-calculatorMethod. Probability = favourable outcomes ÷ total outcomes. List or count the outcomes first.
- Count the total outcomes. Every outcome is equally likely.total = 36
- Count the favourable outcomes. Outcomes where the total is 9: (3, 6), (4, 5), (5, 4), (6, 3).favourable = 4
- Write the probability. Put the favourable outcomes over the total, then simplify.4/36 = 1/9
- Write the answer. 1/9
Check. The probability must be between 0 and 1: 1/9 is.
Watch out. Check the total is the full list of outcomes. Each outcome should be counted once.
Method. Add the two paths RB and BR.
- Path RB. 4/10 × 6/10 = 24/100.24/100
- Path BR. 6/10 × 4/10 = 24/100.24/100
- Add. 24/100 + 24/100 = 48/100 = 12/25.12/25
- Write the answer. 12/25
Check. The four paths add to 1: 16 + 24 + 24 + 36 = 100.
Method. Without replacement, the second probability uses 9 counters, 5 of them blue.
- First blue. P(blue) = 6/10 = 3/5.3/5
- Second blue. Now 5 of the 9 counters are blue, so P = 5/9.5/9
- Multiply. 3/5 × 5/9 = 15/45 = 1/3.1/3
- Write the answer. 1/3
Check. 1/3 is less than 3/5 × 3/5.
Method. Use the Venn diagram regions. Likes only cats = 10, only dogs = 8, both = 6, so neither = 40 − 24 = 16.
- Find the regions. Only cats: 16 − 6 = 10. Only dogs: 14 − 6 = 8.10 and 8
- Find the total in either. 10 + 8 + 6 = 24.24
- Find the neither count. 40 − 24 = 16.16
- Write the probability. 16/40 = 2/5.2/5
Check. 16 + 24 = 40.
Method. Expected = probability × trials.
- Probability. P(5) = 1/6.1/6
- Multiply. 1/6 × 180 = 30.30
- Write the answer. 30
Check. 30 out of 180 is 1 in 6.
Method. Independent events: multiply.
- P(head). 1/2.1/2
- P(sector 1). 1/4.1/4
- Multiply. 1/2 × 1/4 = 1/8.1/8
- Write the answer. 1/8
Check. 8 equally likely outcomes.
Method. Find the expected winnings, and compare with the cost.
- Expected winnings. 1/10 × £5 = £0.50.£0.50
- Compare with the cost. The expected winnings (£0.50) are less than the cost (£1).0.50 < 1
- Write the answer. The game is not fair to the player.No
Check. On average the player loses 50p each game.
Method. Multiply the probabilities for independent days.
- Multiply. 0.3 × 0.3 = 0.09.0.09
- Compare. Ali added to get 0.6, which is wrong.0.6 ≠ 0.09
- Write the answer. Ali is not right. The probability is 0.09.No
Check. Adding would give a probability bigger than 0.3 for both days.
Method. Add the two paths GY and YG.
- Path GY. P(green) = 3/5, then P(yellow) = 2/4, so 3/5 × 2/4 = 3/10.3/10
- Path YG. P(yellow) = 2/5, then P(green) = 3/4, so 2/5 × 3/4 = 3/10.3/10
- Add. 3/10 + 3/10 = 6/10 = 3/5.3/5
- Write the answer. 3/5
Check. The other path (two greens or two yellows) gives 2/5.
Method. P(bigger than 3) = 2/5, then multiply by 100.
- Find the probability. The numbers 4 and 5 are bigger than 3, so P = 2/5.2/5
- Multiply. 2/5 × 100 = 40.40
- Write the answer. 40
Check. 40 out of 100 is 2 in 5.