Mean Median Mode
1. **Problem Statement:** Calculate the mean, median, and mode of students' scores given the frequency distribution.
2. **Given Data:**
| Scores | Frequency (f) |
|--------|--------------|
| 11-15 | 1 |
| 16-20 | 2 |
| 21-25 | 5 |
| 26-30 | 11 |
| 31-35 | 12 |
| 36-40 | 11 |
| 41-45 | 5 |
| 46-50 | 1 |
3. **Compute Midpoints ($x_i$):** Midpoint for each class interval is the average of the lower and upper bounds.
$11-15: \frac{11+15}{2} = 13$
$16-20: \frac{16+20}{2} = 18$
$21-25: \frac{21+25}{2} = 23$
$26-30: \frac{26+30}{2} = 28$
$31-35: \frac{31+35}{2} = 33$
$36-40: \frac{36+40}{2} = 38$
$41-45: \frac{41+45}{2} = 43$
$46-50: \frac{46+50}{2} = 48$
4. **Calculate total number of students ($n$):**
$n = 1 + 2 + 5 + 11 + 12 + 11 + 5 + 1 = 48$
5. **Calculate Mean ($\bar{x}$):**
Mean formula for grouped data: $$\bar{x} = \frac{\sum f_i x_i}{n}$$
Calculate $f_i x_i$ for each class:
$1 \times 13 = 13$
$2 \times 18 = 36$
$5 \times 23 = 115$
$11 \times 28 = 308$
$12 \times 33 = 396$
$11 \times 38 = 418$
$5 \times 43 = 215$
$1 \times 48 = 48$
Sum: $13 + 36 +115 + 308 + 396 + 418 + 215 + 48 = 1549$
Mean: $$\bar{x} = \frac{1549}{48} \approx 32.27$$
6. **Calculate Median:**
Locate median class where cumulative frequency just exceeds $\frac{n}{2} = 24$.
Cumulative frequencies:
| Class | Frequency | Cumulative Frequency |
|--------|-----------|----------------------|
| 11-15 | 1 | 1 |
| 16-20 | 2 | 3 |
| 21-25 | 5 | 8 |
| 26-30 | 11 | 19 |
| 31-35 | 12 | 31 |
Median class is 31-35 (cf goes from 19 to 31).
Median formula:
$$Median = L + \left( \frac{\frac{n}{2} - F}{f_m} \right) \times w$$
Where:
$L = 30$ (lower boundary of median class),
$F = 19$ (cumulative frequency before median class),
$f_m = 12$ (frequency of median class),
$w = 5$ (class width).
Calculate:
$$Median = 30 + \left( \frac{24-19}{12} \right) \times 5 = 30 + \frac{5}{12} \times 5 = 30 + 2.08 = 32.08$$
7. **Calculate Mode:**
Mode is the class with the highest frequency.
Highest frequency is 12 for class 31-35.
Mode formula:
$$Mode = L + \frac{(f_1 - f_0)}{(2f_1 - f_0 - f_2)} \times w$$
Where:
$L = 30$
$f_1 = 12$ (modal class frequency)
$f_0 = 11$ (frequency before modal class 26-30)
$f_2 = 11$ (frequency after modal class 36-40)
$w = 5$
Calculate:
$$Mode = 30 + \frac{(12 - 11)}{(2 \times 12 - 11 - 11)} \times 5 = 30 + \frac{1}{(24 - 22)} \times 5 = 30 + \frac{1}{2} \times 5 = 30 + 2.5 = 32.5$$
**Final Answers:**
Mean $\approx 32.27$
Median $\approx 32.08$
Mode $\approx 32.5$