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If the standard deviation of the numbers...

If the standard deviation of the numbers 2, 3, a and 11 is 3.5, then which of the following is true ?

(1) `3a^2-26 a+55=0`
(2) `3a^2-32 a+84=0`
(3) `3a^2-34 a+91=0`
(4) `3a^2-23 a+44=0`

A

`3a^(2)-32a+84=0`

B

`3a^(2)-34a+91=0`

C

`3a^(2)-23a+44=0`

D

`3a^(2)-26a+55=0`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to find the value of \( a \) such that the standard deviation of the numbers 2, 3, \( a \), and 11 is equal to 3.5. ### Step 1: Write the formula for standard deviation The formula for standard deviation \( \sigma \) of a set of numbers \( x_1, x_2, \ldots, x_n \) is given by: \[ \sigma = \sqrt{\frac{\sum (x_i^2)}{n} - \left(\frac{\sum x_i}{n}\right)^2} \] where \( n \) is the number of observations. ### Step 2: Calculate the mean and the sum of squares In our case, we have the numbers 2, 3, \( a \), and 11. - The number of observations \( n = 4 \). - The sum of the numbers is: \[ 2 + 3 + a + 11 = 16 + a \] - The sum of the squares of the numbers is: \[ 2^2 + 3^2 + a^2 + 11^2 = 4 + 9 + a^2 + 121 = 134 + a^2 \] ### Step 3: Set up the equation for standard deviation According to the problem, the standard deviation is given as 3.5. Thus, we can set up the equation: \[ 3.5 = \sqrt{\frac{134 + a^2}{4} - \left(\frac{16 + a}{4}\right)^2} \] ### Step 4: Square both sides to eliminate the square root Squaring both sides, we get: \[ (3.5)^2 = \frac{134 + a^2}{4} - \left(\frac{16 + a}{4}\right)^2 \] Calculating \( (3.5)^2 \): \[ 12.25 = \frac{134 + a^2}{4} - \frac{(16 + a)^2}{16} \] ### Step 5: Simplify the equation Now, we need to simplify the right-hand side: \[ \frac{(16 + a)^2}{16} = \frac{256 + 32a + a^2}{16} = 16 + 2a + \frac{a^2}{16} \] Substituting this back into the equation gives: \[ 12.25 = \frac{134 + a^2}{4} - \left(16 + 2a + \frac{a^2}{16}\right) \] ### Step 6: Clear the fractions Multiply through by 16 to eliminate the denominators: \[ 16 \times 12.25 = 4(134 + a^2) - 16(16 + 2a + \frac{a^2}{16}) \] Calculating \( 16 \times 12.25 = 196 \): \[ 196 = 4(134 + a^2) - (256 + 32a + a^2) \] ### Step 7: Expand and simplify Expanding the left side: \[ 196 = 536 + 4a^2 - 256 - 32a - a^2 \] Combining like terms: \[ 196 = 280 + 3a^2 - 32a \] ### Step 8: Rearranging the equation Rearranging gives us: \[ 3a^2 - 32a + 84 = 0 \] ### Conclusion Thus, the correct option is: **(2) \( 3a^2 - 32a + 84 = 0 \)**

To solve the problem, we need to find the value of \( a \) such that the standard deviation of the numbers 2, 3, \( a \), and 11 is equal to 3.5. ### Step 1: Write the formula for standard deviation The formula for standard deviation \( \sigma \) of a set of numbers \( x_1, x_2, \ldots, x_n \) is given by: \[ \sigma = \sqrt{\frac{\sum (x_i^2)}{n} - \left(\frac{\sum x_i}{n}\right)^2} \] ...
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