Tire Distance
1. **State the problem:**
Given a frequency distribution of distances traveled by tires until unusable, find:
(i) Mode class
(ii) Mean rolling distance using the mode class mean as the hypothetical mean or manual method
(iii) Estimate the annual cost of tires for 10 four-wheeled vehicles driven 25,000 km/year with each tire costing 10000.
2. **Data from the table:**
| Distance (in 1000 km) | Frequency (f) |
|-----------------------|--------------|
| 18 - 24 | 1 |
| 24 - 30 | 6 |
| 30 - 36 | 5 |
| 36 - 42 | 26 |
| 42 - 48 | 15 |
| 48 - 54 | 7 |
3. **Find the mode class:**
The mode class corresponds to the class interval with the highest frequency.
Highest frequency = 26 for class 36 - 42.
So, **mode class** = $36-42$ thousand km.
4. **Calculate the mean rolling distance:**
We use the manual method with class marks and frequencies.
- Calculate midpoints ($x_i$) for each class:
$$x_i = \frac{lower + upper}{2}$$
| Interval | $x_i$ (midpoint) | Frequency $f_i$ |
|----------|-----------------|----------------|
| 18-24 | 21 | 1 |
| 24-30 | 27 | 6 |
| 30-36 | 33 | 5 |
| 36-42 | 39 | 26 |
| 42-48 | 45 | 15 |
| 48-54 | 51 | 7 |
- Take the mode class midpoint as the assumed mean, $a=39$.
- Calculate $d_i = x_i - a$:
$$d_i = x_i - 39$$
| $x_i$ | $d_i$ | $f_i$ | $f_i d_i$ |
|-------|-------|-------|-----------|
| 21 | -18 | 1 | -18 |
| 27 | -12 | 6 | -72 |
| 33 | -6 | 5 | -30 |
| 39 | 0 | 26 | 0 |
| 45 | 6 | 15 | 90 |
| 51 | 12 | 7 | 84 |
- Sum of frequencies: $\sum f_i = 1+6+5+26+15+7 = 60$
- Sum of $f_i d_i$: $-18 -72 -30 + 0 + 90 + 84 = 54$
- Apply mean formula:
$$\bar{x} = a + \frac{\sum f_i d_i}{\sum f_i} = 39 + \frac{54}{60} = 39 + 0.9 = 39.9$$
So, mean rolling distance is $39.9 \times 1000 = 39900$ km.
5. **Estimate the annual cost for the vehicles:**
- Each vehicle has 4 tires, and there are 10 vehicles.
- Total tires used per year = $10 \times 4 = 40$
- Each tire covers approximately 39900 km before unusable.
- Annual distance per vehicle = 25000 km
- Tires needed per vehicle per year:
$$\frac{25000}{39900} \approx 0.6266$$
- Tires needed for 10 vehicles:
$$0.6266 \times 40 = 25.06$$ tires (approx 26 tires)
- Cost per tire = 10000
- Total estimated annual cost:
$$26 \times 10000 = 260000$$
**Final answers:**
(i) Mode class: 36 - 42 thousand km
(ii) Mean rolling distance: 39900 km
(iii) Estimated annual cost: 260000