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Q38Section B (Section B)38 of 60

Sequences converging to a normal with mean zero

Let X1,X2,…X_1,X_2,… be a sequence of i.i.d. continuous random variables with the probability density function

f(x)={2e−2(x−12),x≥12, 0,otherwise.f(x)=\begin{cases}2e^{-2\left(x-\frac12\right)}, & x\ge\frac12,\ 0, & \text{otherwise.}\end{cases}

If Sn=X1+X2+⋯+XnS_n=X_1+X_2+\cdots+X_n and X‾n=Sn/n\overline X_n=S_n/n, then the distributions of which of the following sequences of random variables converge(s) to a normal distribution with mean 00 and a finite variance?

Multiple select: one or more options are correct. Select all of them, then submit — marks need the exact set.

Options

Select every correct option, then submit.