$$f_X(x)=\frac{|x|}{10}\qquad-2\le x\le4$$ For the above density function, it is explained that in finding $E[X]$, the expression must be split up because for $x<0$, $|x|=-x$. I thought that $|x|$ is always $x$ whether $x$ is negative or positive. How is it true in this case that for $x<0$, $|x|=-x$????
Implication of absolute value in $f_X(x)=|x|/10$ for $-2\le x\le4$
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I thought that |x| is always x whether x is negative or positive. How is it true in this case that for x<0, |x|=−x????
So, this is an integer number line
Any number we don't know yet, we can just call $x$.
(Geometric) Definition: $|x|$ is the distance of $x$ from $0$.
Now if $x=-3$, the distance of $-3$ from $0$ can't be $-3$, because the distance is always positive.
That's why $|-3|=-(-3)=3$ is the distance of $-3$ from $0$ (using the fact that $- \cdot - = +$)
And in general (the mathematical definition)
$$|x| = \left\{ \begin{array}{rl} x, & \text{if } x \geq 0, \\ -x, & \text{if } x < 0. \end{array}\right.$$
and $|x|$ is always not negative.
$$E(X)=\int_{-2}^{4}x~f_X(x)~dx=\int_{-2}^{4}x|x|/10~dx =-\int_{-2}^{0}x^2/10~dx+\int_{0}^{4}x^2/10~dx=28/15$$
The absolute value function, by definition, never produces a negative result, and produces the unsigned distance of its argument from $0$. Thus if $x<0$, it must be that $|x|=-x$, to make the negative argument positive again.