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Question 61

If the mean and the standard deviation of the data $$3, 5, 7, a, b$$ are $$5$$ and $$2$$ respectively, then $$a$$ and $$b$$ are the roots of the equation:

We have the five data values $$3,\;5,\;7,\;a,\;b$$ whose mean is given to be $$5$$.

The formula for the mean of $$n$$ numbers is $$$\text{Mean}=\dfrac{\text{Sum of the observations}}{n}.$$$ So, using $$n=5$$, we write

$$\dfrac{3+5+7+a+b}{5}=5.$$

Multiplying both sides by $$5$$ gives

$$3+5+7+a+b=25.$$

Adding the known numbers, $$3+5+7=15$$, so

$$15+a+b=25.$$

Subtracting $$15$$ from both sides, we obtain the first relation

$$a+b=10.\qquad(1)$$

Next, the standard deviation is given as $$2$$. For a population of size $$n$$, the standard deviation $$\sigma$$ satisfies

$$\sigma=\sqrt{\dfrac{\displaystyle\sum_{i=1}^{n}(x_i-\mu)^2}{n}},$$

where $$\mu$$ is the mean. Squaring both sides yields

$$\sigma^2=\dfrac{\displaystyle\sum_{i=1}^{n}(x_i-\mu)^2}{n}.$$

Here $$\sigma=2$$ and $$n=5$$, so $$\sigma^2=4$$. Hence

$$$\dfrac{(3-5)^2+(5-5)^2+(7-5)^2+(a-5)^2+(b-5)^2}{5}=4.$$$

Calculating the first three squares:

$$$\begin{aligned} (3-5)^2 &= (-2)^2 = 4,\\ (5-5)^2 &= 0^2 = 0,\\ (7-5)^2 &= 2^2 = 4. \end{aligned}$$$

The numerator becomes $$$4+0+4+(a-5)^2+(b-5)^2 = 8+(a-5)^2+(b-5)^2$$$. Therefore,

$$\dfrac{8+(a-5)^2+(b-5)^2}{5}=4.$$

Multiplying both sides by $$5$$ gives

$$8+(a-5)^2+(b-5)^2=20.$$

Subtracting $$8$$ from both sides, we get

$$(a-5)^2+(b-5)^2=12.\qquad(2)$$

Now we expand the squares in (2):

$$$\begin{aligned} (a-5)^2+(b-5)^2 &= \bigl(a^2-10a+25\bigr)+\bigl(b^2-10b+25\bigr)\\ &= a^2+b^2-10(a+b)+50. \end{aligned}$$$

Using the earlier result (1), $$a+b=10$$, so

$$$a^2+b^2-10\cdot10+50 = a^2+b^2-100+50 = a^2+b^2-50.$$$

Equation (2) says this expression equals $$12$$, hence

$$a^2+b^2-50 = 12.$$

Adding $$50$$ to both sides gives

$$a^2+b^2 = 62.\qquad(3)$$

Next, we recall the algebraic identity

$$(a+b)^2 = a^2 + 2ab + b^2.$$

Substituting $$a+b=10$$ and $$a^2+b^2=62$$ into this identity yields

$$10^2 = 62 + 2ab.$$

Calculating $$10^2$$ gives $$100$$, so

$$100 = 62 + 2ab.$$

Subtracting $$62$$ from both sides,

$$38 = 2ab.$$

Dividing by $$2$$, we find

$$ab = 19.\qquad(4)$$

The sum and product of $$a$$ and $$b$$ have now been obtained as

$$$S = a+b = 10, \quad P = ab = 19.$$$

A monic quadratic equation whose roots are $$a$$ and $$b$$ is written as

$$x^2 - Sx + P = 0.$$

Substituting the values of $$S$$ and $$P$$, we arrive at

$$x^2 - 10x + 19 = 0.$$

This matches Option C.

Hence, the correct answer is Option C.

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