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If for a distribution sum(x-5)=3,sum(x-5...

If for a distribution `sum(x-5)=3,sum(x-5)^(2)=43` and the total number of terms is 18 then mean and variance are

A

`barx=(93)/(18),sigma^(2)=(85)/(36)`

B

`barx=(95)/(18),sigma^(2)=(85)/(36)`

C

`barx=(31)/(6),sigma^(2)=(85)/(36)`

D

`barx=(95)/(18),sigma^(2)=(83)/(36)`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to find the mean and variance of the given distribution using the provided information. ### Step 1: Identify the given values We are given: - \( n = 18 \) (total number of terms) - \( \sum (x - 5) = 3 \) - \( \sum (x - 5)^2 = 43 \) ### Step 2: Calculate the mean The mean \( \bar{x} \) can be calculated using the formula: \[ \bar{x} = a + \frac{\sum (x - a)}{n} \] Here, we can take \( a = 5 \). Substituting the values: \[ \bar{x} = 5 + \frac{\sum (x - 5)}{n} = 5 + \frac{3}{18} \] Calculating \( \frac{3}{18} \): \[ \frac{3}{18} = \frac{1}{6} \] So, \[ \bar{x} = 5 + \frac{1}{6} = \frac{30}{6} + \frac{1}{6} = \frac{31}{6} \] ### Step 3: Calculate the variance The variance \( \sigma^2 \) can be calculated using the formula: \[ \sigma^2 = \frac{\sum (x - 5)^2}{n} - \left( \frac{\sum (x - 5)}{n} \right)^2 \] Substituting the values: \[ \sigma^2 = \frac{43}{18} - \left( \frac{3}{18} \right)^2 \] Calculating \( \left( \frac{3}{18} \right)^2 \): \[ \left( \frac{3}{18} \right)^2 = \frac{9}{324} = \frac{1}{36} \] Now substituting this back into the variance formula: \[ \sigma^2 = \frac{43}{18} - \frac{1}{36} \] To subtract these fractions, we need a common denominator. The least common multiple of 18 and 36 is 36. Thus, we convert \( \frac{43}{18} \) to have a denominator of 36: \[ \frac{43}{18} = \frac{43 \times 2}{18 \times 2} = \frac{86}{36} \] Now substituting: \[ \sigma^2 = \frac{86}{36} - \frac{1}{36} = \frac{86 - 1}{36} = \frac{85}{36} \] ### Final Answers: - Mean \( \bar{x} = \frac{31}{6} \) - Variance \( \sigma^2 = \frac{85}{36} \)
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