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Question
The mean and variance of seven observations are 8 and 16 respectively. If five of these are 2, 4, 10, 12 and 14, then find the remaining two observations.
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Solution
Let the missing two observations be ‘a’ and ‘b’
Arithmetic mean = 8
| xi | xi2 |
| 2 | 4 |
| 4 | 16 |
| 10 | 100 |
| 12 | 144 |
| 14 | 196 |
| a | a2 |
| b | b2 |
| `sumx_"i"` = 42 + a + b | `sumx_"i"^2` = 460 + a2 + b2 |
`(2 + 4 + 10 + 12 + 14 + "a" + "b")/7` = 8
⇒ `(42 + "a" + "b")/7` = 8
a + b + 42 = 56
a + b = 56 − 42
a + b = 14 ...(1)
variance = 16
variance = `(sumx_"i"^2)/"n" - ((sumx_"i")/"n")^2`
16 = `(460 + "a"^2 + "b"^2)/7 - (8^2)`
⇒ 16 = `(460 + "a"^2 + "b"^2)/7 - 64`
16 + 64 = `(460 + "a"^2 + "b"^2)/7`
⇒ 80 = `(460 + "a"^2 + "b"^2)/7`
560 − 460 = a2 + b2
a2 + b2 = 100
⇒ (a + b)2 − 2ab = 100 ...[a2 + b2 = (a + b)2 − 2ab]
142 − 2ab = 100
⇒ 196 − 2ab = 100 ...[a + b = 14 (from (1)]
196 − 100 = 2ab
96 = 2ab
⇒ ab = `96/2` = 48
∴ b = `48/"a"` ...(2)
Substitute the value of b = `48/"a"` in (1)
`"a" + 48/"a"` = 14
⇒ a2 + 48 = 14a
a2 − 14a + 48 = 0
⇒ (a − 6) (a − 8) = 0
a = 6 or 8
|
When a = 6 b = `48/"a"` = `48/6` = 8 |
When a = 8 b = `48/"a"` = `48/8` = 6 |
∴ Missing observation is 8 and 6 or 6 and 8
