Grouped frequency tables and estimated mean
When data is grouped into classes (e.g. 0β9, 10β19β¦), you cannot find the exact mean. Instead, use the midpoint of each class as a representative value.
Estimated mean = Ξ£(midpoint Γ frequency) Γ· Ξ£(frequency)
Midpoint = (lower bound + upper bound) Γ· 2
Midpoint = (lower bound + upper bound) Γ· 2
π‘ Modal class: The group with the highest frequency is called the modal class β not a single value like the mode.
Scatter graphs and correlation
A scatter graph plots two variables against each other to look for a relationship. The strength and direction of the relationship is called correlation.
Positive
Both increase together
Negative
One increases, other decreases
None
No pattern / scattered
Line of best fit
Drawn through the middle
π‘ Line of best fit: Should pass through approximately the mean point (xΜ, Θ³) with roughly equal numbers of points on each side.
Two-way tables
A two-way table organises data by two categories simultaneously, showing the frequency for each combination. Row totals and column totals must all add up to the grand total.
π‘ Missing values: Use totals to find missing cells. If row total = 50 and one cell = 32, the other cell = 50 β 32 = 18.
Combined probability
When two events happen independently, you can find the probability of both occurring (AND) or either occurring (OR).
P(A AND B) = P(A) Γ P(B) β independent events
P(A OR B) = P(A) + P(B) β P(A AND B)
For mutually exclusive events: P(A OR B) = P(A) + P(B)
P(A OR B) = P(A) + P(B) β P(A AND B)
For mutually exclusive events: P(A OR B) = P(A) + P(B)
AND
Multiply probabilities
OR
Add (then subtract overlap)
Independent
One event doesn't affect other
π‘ Tree diagrams are useful for combined probability β they help you track AND (multiply along branches) and OR (add the final outcomes you want).
1Estimated mean from grouped data
βΌEstimate the mean age from this grouped frequency table:
| Age group | Midpoint | Frequency | Mid Γ Freq |
|---|---|---|---|
| 20β29 | 24.5 | 8 | 196 |
| 30β39 | 34.5 | 12 | 414 |
| 40β49 | 44.5 | 10 | 445 |
| 50β59 | 54.5 | 5 | 272.5 |
| Total | 35 | 1327.5 |
- 1Estimated mean: 1327.5 Γ· 35 = 37.9
β
Estimated mean age β 37.9 years
2Modal class and median class
βΌUsing the age table above, identify (a) the modal class and (b) the class containing the median.
- 1(a) Highest frequency = 12, which is in the 30β39 group. Modal class = 30β39.
- 2(b) Total = 35 people. Median is the 18th value. Cumulative: first 8 (20β29), first 20 (30β39). The 18th value falls in 30β39.
β
Modal class = 30β39 | Median class = 30β39
3Reading a two-way table
βΌComplete the missing value and answer the question:
| Tea | Coffee | Total | |
|---|---|---|---|
| Male | 18 | ? | 35 |
| Female | 22 | 13 | 35 |
| Total | 40 | 30 | 70 |
- 1Missing value: Male coffee = total males β male tea = 35 β 18 = 17
- 2Check: total coffee = 17 + 13 = 30 β
β
Missing value = 17
4Combined probability (AND)
βΌA coin is flipped and a dice is rolled. What is the probability of getting heads AND a 6?
- 1P(heads) = 1/2
- 2P(6) = 1/6
- 3Independent events: P(heads AND 6) = 1/2 Γ 1/6 = 1/12
β
P(heads AND 6) = 1/12 β 0.083
5Combined probability β tree diagram
βΌA bag has 3 red and 2 blue counters. One is drawn and replaced. Then another is drawn. Find P(both same colour).
- 1P(red) = 3/5, P(blue) = 2/5 (with replacement β same each time)
- 2P(RR) = 3/5 Γ 3/5 = 9/25
- 3P(BB) = 2/5 Γ 2/5 = 4/25
- 4P(same) = 9/25 + 4/25 = 13/25 = 0.52
β
P(both same colour) = 13/25 = 0.52
6Describing correlation
βΌA scatter graph plots temperature (x-axis) against ice cream sales (y-axis). The points cluster along a rising line from bottom-left to top-right. Describe the correlation and use the line of best fit to estimate sales at 28Β°C if the line passes through (20, 150) and (30, 250).
- 1Rising from left to right = positive correlation. As temperature increases, ice cream sales increase.
- 2Gradient: (250β150)Γ·(30β20) = 100Γ·10 = 10 sales per Β°C
- 3At 28Β°C: 150 + (10 Γ 8) = 150 + 80 = 230 sales
β
Strong positive correlation | Estimated sales at 28Β°C = 230
Question 1
Grouped data: 0β9 (freq 4, mid 4.5), 10β19 (freq 6, mid 14.5), 20β29 (freq 10, mid 24.5).
What is the estimated mean?
Question 2
Two-way table: 100 students. Boys who like sport: 28. Girls who like sport: 32. Total who like sport: 60.
How many girls do NOT like sport?
Question 2 (corrected)
A two-way table: 80 people total. 35 are male. 48 prefer cinema. 20 males prefer cinema. How many females prefer cinema?
Question 3
P(A) = 0.4, P(B) = 0.3. A and B are independent events. What is P(A and B)?
Question 4
A scatter graph shows temperature vs heating bills. Points cluster from top-left to bottom-right. What type of correlation is this?
Question 5
A spinner has P(red) = 0.3, P(blue) = 0.5, P(green) = 0.2. It is spun twice independently. What is P(red then blue)?
Question 6
Grouped data: 1β5 (f=3, mid=3), 6β10 (f=7, mid=8), 11β15 (f=5, mid=13). What is the modal class?
Question 7
A bag has 4 red and 6 blue balls. One ball is taken, replaced, then another is taken. What is P(both red)?
Question 8
P(pass exam) = 0.75. Two students take it independently. What is P(both pass)?