Frequency Distributions
1. Problem 1: Frequency distribution of heights of 50 students.
1. a. Find the lower limit of the median class.
- Total frequency $N=50$.
- Median class is the class where cumulative frequency just exceeds $\frac{N}{2}=25$.
- Cumulative frequencies: 2, 7, 17, 36, 46, 50.
- Median class is $161-165$ (since cumulative frequency 36 > 25).
- Lower limit of median class = 161.
1. b. Find the mean by short-cut method.
- Let assumed mean $A=158$ (midpoint of $156-160$).
- Calculate midpoints $x_i$: 148, 153, 158, 163, 168, 173.
- Calculate deviations $d_i = x_i - A$: -10, -5, 0, 5, 10, 15.
- Frequencies $f_i$: 2, 5, 10, 19, 10, 4.
- Calculate $f_i d_i$: $2(-10)=-20$, $5(-5)=-25$, $10(0)=0$, $19(5)=95$, $10(10)=100$, $4(15)=60$.
- Sum $\sum f_i d_i = -20 - 25 + 0 + 95 + 100 + 60 = 210$.
- Mean $= A + \frac{\sum f_i d_i}{N} = 158 + \frac{210}{50} = 158 + 4.2 = 162.2$ cm.
1. c. Draw ogive curve.
- Plot cumulative frequencies against upper class boundaries: (150,2), (155,7), (160,17), (165,36), (170,46), (175,50).
- X-axis: height intervals, Y-axis: cumulative frequency.
2. Problem 2: Frequency distribution table.
2. a. Mid-point of mode class.
- Frequencies: 3, 10, 18, 25, 8, 6.
- Mode class is class with highest frequency = $48-53$.
- Midpoint = $\frac{48+53}{2} = 50.5$.
2. b. Find median.
- Total frequency $N=3+10+18+25+8+6=70$.
- Median class is where cumulative frequency $> 35$.
- Cumulative frequencies: 3, 13, 31, 56, 64, 70.
- Median class: $48-53$.
- Median formula:
$$\text{Median} = l + \left(\frac{\frac{N}{2} - F}{f}\right) \times h$$
where $l=48$, $F=31$, $f=25$, $h=6$.
- Calculate:
$$\text{Median} = 48 + \left(\frac{35 - 31}{25}\right) \times 6 = 48 + \frac{4}{25} \times 6 = 48 + 0.96 = 48.96$$
2. c. Draw frequency polygon.
- Midpoints: 32.5, 38.5, 44.5, 50.5, 56.5, 62.5.
- Frequencies: 3, 10, 18, 25, 8, 6.
- Plot points and connect with straight lines.
3. Problem 3: Marks of 50 students.
3. a. Find median of data 14, 9, 7, 10, 12, 11, 6, 13, 15, 18.
- Sort data: 6,7,9,10,11,12,13,14,15,18.
- Number of data points $n=10$ (even).
- Median = average of 5th and 6th values:
$$\frac{11 + 12}{2} = 11.5$$
3. b. Find mode by frequency distribution with class interval 5.
- Group marks into classes: e.g., 44-48, 49-53, ..., 75-79.
- Count frequencies, mode is class with highest frequency.
3. c. Draw ogive curve.
- Plot cumulative frequencies against class boundaries.
4. Problem 4: Marks of 30 students.
4. a. Mode formula for classified data:
$$\text{Mode} = l + \frac{(f_1 - f_0)}{(2f_1 - f_0 - f_2)} \times h$$
where $l$ = lower limit of modal class, $f_1$ = frequency of modal class, $f_0$ = frequency of class before modal, $f_2$ = frequency of class after modal, $h$ = class width.
4. b. Frequency table with class intervals and mean calculation.
4. c. Draw frequency polygon.
5. Problem 5: Frequency distribution of marks of 40 students.
5. a. Mid value of post median class.
- Median class found by cumulative frequency.
- Post median class is class after median class.
- Mid value = average of class limits.
5. b. Mean by short-cut method.
5. c. Draw ogive curve.
6. Problem 6: Frequency distribution of weights of 60 students.
6. a. Mid-value of mode class.
6. b. Median from table.
6. c. Draw histogram.
Slug: "frequency distributions"
Subject: "statistics"
Desmos: {"latex":"","features":{"intercepts":true,"extrema":true}}
q_count: 18