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1 of 8 0-day streak

Variance, standard deviation and linear variance of a discrete random variable

Question 1 of 8

Calculator allowed

Let X be a signed change in a quantity

The distribution of \(X\) is given below

The probability mass function is given on its discrete domain

\[p(x)=\begin{cases}\frac{1}{8} & x=-6\\\frac{3}{4} & x=-2\\\frac{1}{8} & x=2\end{cases},\quad x\in\{-6, -2, 2\}\]
\(x\)\(\Pr(X=x)\)
\(-6\)\(\frac{1}{8}\)
\(-2\)\(\frac{3}{4}\)
\(2\)\(\frac{1}{8}\)

Use the table of squared-value products below. The symbol ? marks an entry to complete

\(x\)\(\Pr(X=x)\)\(x^2\Pr(X=x)\)
\(-6\)\(\frac{1}{8}\)\(\frac{9}{2}\)
\(-2\)\(\frac{3}{4}\)?
\(2\)\(\frac{1}{8}\)?

Find the variance of X. Give the exact value

(a)1 mark

Which formula gives the variance from the two moments?

(b)2 marks

Complete the missing squared-value products in the table

(c)1 mark

Find \(\operatorname{Var}(X)\). Give the exact value

Format: exact fraction or integer