| Size | Mean | Variance | |
|---|---|---|---|
| Observation I | 10 | 2 | 2 |
| Observation II | n | 3 | 1 |
If the variance of the combined set of these two observations is , then the value of n is equal to .
View written solutionFree
Correct answer: 5
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Given data
We have two groups of observations:
- Group I: size , mean , variance
- Group II: size , mean , variance
The variance of the combined data is given as
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Formula for combined mean
If the combined mean is , then \mu=\frac{n_1\mu_1+n_2\mu_2}{n_1+n_2}=rac{10\cdot 2+n\cdot 3}{10+n}=rac{20+3n}{10+n}.
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Formula for combined variance
The combined variance is
Substitute the known values:
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Compute and
Since we get 2-\mu=2-\frac{20+3n}{10+n}=rac{20+2n-20-3n}{10+n}=-\frac{n}{10+n}, so
Also, 3-\mu=3-\frac{20+3n}{10+n}=rac{30+3n-20-3n}{10+n}=\frac{10}{10+n}, so
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Substitute into the variance formula
Expand the numerator:
Combine terms:
Factor the fraction term: hence
Therefore,
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Simplify
Write the numerator over a common denominator:
So the whole expression becomes
Expand: hence
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Solve for
Cross-multiply:
Expand both sides:
Rearranging:
Divide by :
Solve:
Thus,
Since size of a set cannot be negative,
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Comparison with stored answer
The derived answer is , which matches the stored correct answer.
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