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So I was reading this paper and I saw this nonsmooth nonlinear function. But, I am not familiar with this kind of notation, does it denote some kind of a step-function with the value $1$ if $X \leq a$ True and $0$ otherwise?

$$g_0,_j(X_{ji})=4[1(X_{ji}\leq0.25)+1(X_{ji}\leq0.5)+1(X_{ji}\leq0.75)-1.5]$$

Righter
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1 Answers1

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What you are looking for is an Indicator function: wiki, which is defined as follows

$$1_A(x) :=\begin{cases} 1, & \text{ if } x\in A,\\ 0, & \text{ otherwise} \end{cases}$$

As an alternative notation, one may also give:

$$1(x\in A) :=\begin{cases} 1, & \text{ if } x\in A,\\ 0, & \text{ otherwise} \end{cases}$$

In your case, the second notation is used. Therefore $1(X_{ji}\leq 0.25) =\begin{cases} 1, & \text{ if } X_{ji}\leq0.25,\\ 0, & \text{ otherwise}\end{cases}$

Rahul Madhavan
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