Weight Statistics Ecc667
1. **State the problem:** We need to calculate the mean, median, lower quartile (Q1), and mode for the grouped data of weights of 120 articles.
2. **Given data:**
Weight intervals (in gm): 0-10, 10-20, 20-30, 30-40, 40-50, 50-60
Number of articles (frequencies): 14, 17, 22, 26, 23, 18
3. **Calculate class midpoints (x):**
$$5, 15, 25, 35, 45, 55$$
4. **Calculate mean:**
Formula: $$\text{Mean} = \frac{\sum f_i x_i}{\sum f_i}$$
Calculate $$f_i x_i$$:
$$14\times5=70, 17\times15=255, 22\times25=550, 26\times35=910, 23\times45=1035, 18\times55=990$$
Sum of frequencies $$=120$$
Sum of $$f_i x_i = 70+255+550+910+1035+990=3810$$
Mean $$= \frac{3810}{120} = 31.75$$ gm
5. **Calculate median:**
Median class is where cumulative frequency $$\geq \frac{120}{2} = 60$$
Cumulative frequencies:
14, 31, 53, 79, 102, 120
Median class is 30-40 (4th class)
Formula:
$$\text{Median} = l + \left(\frac{\frac{N}{2} - F}{f}\right) \times h$$
Where:
$l=30$ (lower boundary of median class),
$N=120$ (total frequency),
$F=53$ (cumulative frequency before median class),
$f=26$ (frequency of median class),
$h=10$ (class width)
Calculate:
$$30 + \left(\frac{60 - 53}{26}\right) \times 10 = 30 + \left(\frac{7}{26}\right) \times 10 = 30 + 2.69 = 32.69$$ gm
6. **Calculate lower quartile (Q1):**
Q1 position $$= \frac{N}{4} = 30$$
Cumulative frequencies:
14, 31, 53, ...
Q1 class is 10-20 (2nd class)
Using formula:
$$Q1 = l + \left(\frac{\frac{N}{4} - F}{f}\right) \times h$$
Where:
$l=10$, $F=14$, $f=17$, $h=10$
Calculate:
$$10 + \left(\frac{30 - 14}{17}\right) \times 10 = 10 + \left(\frac{16}{17}\right) \times 10 = 10 + 9.41 = 19.41$$ gm
7. **Calculate mode:**
Mode class is the class with highest frequency: 30-40 with 26 articles
Formula:
$$\text{Mode} = l + \left(\frac{f_1 - f_0}{2f_1 - f_0 - f_2}\right) \times h$$
Where:
$l=30$, $f_1=26$ (modal class frequency),
$f_0=22$ (frequency before modal class),
$f_2=23$ (frequency after modal class),
$h=10$
Calculate:
$$30 + \left(\frac{26 - 22}{2\times26 - 22 - 23}\right) \times 10 = 30 + \left(\frac{4}{52 - 45}\right) \times 10 = 30 + \left(\frac{4}{7}\right) \times 10 = 30 + 5.71 = 35.71$$ gm
**Final answers:**
- Mean = 31.75 gm
- Median = 32.69 gm
- Lower Quartile (Q1) = 19.41 gm
- Mode = 35.71 gm