Missing Frequencies 3994Be
1. **State the problem:** We have class intervals and their frequencies with some missing values. The mean is given as 62.8. We need to find the missing frequencies using the step deviation method.
2. **Given data:**
Class intervals: 0-20, 20-40, 40-60, 60-80, 80-100, 100-110
Frequencies: 5, x, 10, y, 7, 8 (where x and y are missing frequencies)
Mean = 62.8
3. **Step deviation method formula for mean:**
$$\bar{x} = a + h \times \frac{\sum f_i u_i}{\sum f_i}$$
where:
- $a$ = assumed mean
- $h$ = class width
- $f_i$ = frequency of class $i$
- $u_i = \frac{x_i - a}{h}$, where $x_i$ is the class mark of class $i$
4. **Calculate class marks ($x_i$):**
- 0-20: $\frac{0+20}{2} = 10$
- 20-40: $30$
- 40-60: $50$
- 60-80: $70$
- 80-100: $90$
- 100-110: $105$
5. **Choose assumed mean ($a$):**
Choose $a = 70$ (class mark of 60-80 interval)
6. **Calculate class width ($h$):**
Most intervals have width 20 except last which is 10, use $h=20$
7. **Calculate $u_i = \frac{x_i - a}{h}$:**
- For 10: $\frac{10-70}{20} = -3$
- 30: $-2$
- 50: $-1$
- 70: $0$
- 90: $1$
- 105: $\frac{105-70}{20} = 1.75$
8. **Set frequencies:**
$f_1=5$, $f_2=x$, $f_3=10$, $f_4=y$, $f_5=7$, $f_6=8$
9. **Calculate total frequency:**
$$N = 5 + x + 10 + y + 7 + 8 = 30 + x + y$$
10. **Calculate $\sum f_i u_i$:**
$$5(-3) + x(-2) + 10(-1) + y(0) + 7(1) + 8(1.75) = -15 - 2x - 10 + 0 + 7 + 14 = (-15 - 10 + 7 + 14) - 2x + 0y = (-4) - 2x$$
11. **Use mean formula:**
$$62.8 = 70 + 20 \times \frac{-4 - 2x}{30 + x + y}$$
12. **Simplify:**
$$62.8 - 70 = 20 \times \frac{-4 - 2x}{30 + x + y}$$
$$-7.2 = 20 \times \frac{-4 - 2x}{30 + x + y}$$
$$\frac{-7.2}{20} = \frac{-4 - 2x}{30 + x + y}$$
$$-0.36 = \frac{-4 - 2x}{30 + x + y}$$
13. **Cross multiply:**
$$-0.36 (30 + x + y) = -4 - 2x$$
$$-10.8 - 0.36x - 0.36y = -4 - 2x$$
14. **Rearrange:**
$$-10.8 + 4 = -2x + 0.36x + 0.36y$$
$$-6.8 = -1.64x + 0.36y$$
15. **Multiply both sides by -1:**
$$6.8 = 1.64x - 0.36y$$
16. **We have one equation with two unknowns. Use total frequency assumption:**
Sum of frequencies should be reasonable. Given frequencies are mostly integers, assume $y$ is integer.
17. **Use total frequency sum:**
Total frequency $N = 30 + x + y$
18. **Use another condition: sum of frequencies should be integer and positive. Try values for $y$ to find integer $x$.**
Try $y=10$:
$$6.8 = 1.64x - 0.36(10) = 1.64x - 3.6$$
$$6.8 + 3.6 = 1.64x$$
$$10.4 = 1.64x$$
$$x = \frac{10.4}{1.64} = 6.34$$
Try $y=9$:
$$6.8 = 1.64x - 0.36(9) = 1.64x - 3.24$$
$$6.8 + 3.24 = 1.64x$$
$$10.04 = 1.64x$$
$$x = 6.12$$
Try $y=8$:
$$6.8 = 1.64x - 0.36(8) = 1.64x - 2.88$$
$$6.8 + 2.88 = 1.64x$$
$$9.68 = 1.64x$$
$$x = 5.9$$
Try $y=7$:
$$6.8 = 1.64x - 0.36(7) = 1.64x - 2.52$$
$$6.8 + 2.52 = 1.64x$$
$$9.32 = 1.64x$$
$$x = 5.68$$
Try $y=6$:
$$6.8 = 1.64x - 0.36(6) = 1.64x - 2.16$$
$$6.8 + 2.16 = 1.64x$$
$$8.96 = 1.64x$$
$$x = 5.46$$
Try $y=5$:
$$6.8 = 1.64x - 0.36(5) = 1.64x - 1.8$$
$$6.8 + 1.8 = 1.64x$$
$$8.6 = 1.64x$$
$$x = 5.24$$
Try $y=4$:
$$6.8 = 1.64x - 0.36(4) = 1.64x - 1.44$$
$$6.8 + 1.44 = 1.64x$$
$$8.24 = 1.64x$$
$$x = 5.02$$
Try $y=3$:
$$6.8 = 1.64x - 0.36(3) = 1.64x - 1.08$$
$$6.8 + 1.08 = 1.64x$$
$$7.88 = 1.64x$$
$$x = 4.8$$
Try $y=2$:
$$6.8 = 1.64x - 0.36(2) = 1.64x - 0.72$$
$$6.8 + 0.72 = 1.64x$$
$$7.52 = 1.64x$$
$$x = 4.59$$
Try $y=1$:
$$6.8 = 1.64x - 0.36(1) = 1.64x - 0.36$$
$$6.8 + 0.36 = 1.64x$$
$$7.16 = 1.64x$$
$$x = 4.37$$
Try $y=0$:
$$6.8 = 1.64x - 0$$
$$x = \frac{6.8}{1.64} = 4.15$$
19. **Closest integer values are $x=5$ and $y=4$ which satisfy the equation approximately.**
**Final answer:** Missing frequencies are approximately $x=5$ and $y=4$.