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If the mean and variance of eight numbers 3, 7, 9, 12, 13, 20, $$x$$ and $$y$$ be 10 and 25 respectively, then $$x \cdot y$$ is equal to
Correct Answer: 54
We have eight numbers: $$3,\,7,\,9,\,12,\,13,\,20,\,x \text{ and } y.$$
The mean (average) is stated to be $$10.$$ By definition,
$$\text{Mean}=\dfrac{\text{Sum of all observations}}{\text{Number of observations}}.$$
There are $$8$$ observations, so
$$\dfrac{3+7+9+12+13+20+x+y}{8}=10.$$
Multiplying both sides by $$8$$ we obtain
$$3+7+9+12+13+20+x+y=80.$$
Adding the known numbers first,
$$3+7+9+12+13+20=64,$$
and substituting this into the previous equation gives
$$64+x+y=80.$$
So
$$x+y=80-64=16.$$
Next we use the information about variance. For a data set of size $$n,$$ the variance $$\sigma^{2}$$ is given by the formula
$$\sigma^{2}=\dfrac{\sum x_{i}^{2}}{n}-\mu^{2},$$
where $$\sum x_{i}^{2}$$ is the sum of the squares of the observations and $$\mu$$ is the mean.
Here $$\sigma^{2}=25,\; n=8 \text{ and } \mu=10.$$ Substituting these values, we get
$$25=\dfrac{\sum x_{i}^{2}}{8}-10^{2}.$$
Since $$10^{2}=100,$$ we have
$$25=\dfrac{\sum x_{i}^{2}}{8}-100.$$
Adding $$100$$ to both sides,
$$25+100=\dfrac{\sum x_{i}^{2}}{8},$$
so
$$\dfrac{\sum x_{i}^{2}}{8}=125.$$
Multiplying by $$8,$$
$$\sum x_{i}^{2}=125 \times 8=1000.$$
We now separate the squares of the known numbers:
$$3^{2}=9,\;7^{2}=49,\;9^{2}=81,\;12^{2}=144,\;13^{2}=169,\;20^{2}=400.$$
Adding these squares,
$$9+49+81+144+169+400=852.$$
Hence
$$x^{2}+y^{2}=1000-852=148.$$
We already found $$x+y=16.$$ To connect $$x+y$$ and $$x^{2}+y^{2},$$ we recall the algebraic identity
$$\bigl(x+y\bigr)^{2}=x^{2}+2xy+y^{2}.$$
Writing this identity with our known values,
$$16^{2}=x^{2}+2xy+y^{2}.$$
Since $$x^{2}+y^{2}=148,$$ the equation becomes
$$256=148+2xy.$$
Subtracting $$148$$ from both sides,
$$256-148=2xy,$$
so
$$2xy=108.$$
Finally, dividing by $$2,$$ we get
$$xy=\dfrac{108}{2}=54.$$
So, the answer is $$54$$.
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