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Q38Section B (Section B)38 of 60

Laws of large numbers for indicators

Let {Xn}n≥1\{X_{n}\}_{n\ge 1} be a sequence of i.i.d. random variables such that P(X1=0)=14=1−P(X1=1)P(X_{1}=0)=\dfrac{1}{4}=1-P(X_{1}=1). Define Un=1n∑i=1nXiandVn=1n∑i=1n(1−Xi)2,n=1,2,…U_{n}=\frac{1}{n}\sum_{i=1}^{n}X_{i}\quad\text{and}\quad V_{n}=\frac{1}{n}\sum_{i=1}^{n}(1-X_{i})^{2},\quad n=1,2,… Then which of the following statements is/are TRUE?

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.