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Q29Section A (Section A)29 of 60

Consistency limit equals a log

Let X1,X2,…,XnX_{1},X_{2},…,X_{n} be a random sample from U(1,2)U(1,2) distribution and let Y1,Y2,…,YnY_{1},Y_{2},…,Y_{n} be a random sample from U(0,1)U(0,1) distribution. Suppose that the two random samples are independent. Define Zi={1,if XiYi<10,otherwise,i=1,2,…,nZ_{i}=\begin{cases}1,&\text{if }X_{i}Y_{i}<1\\0,&\text{otherwise},\end{cases}\quad i=1,2,…,n If lim⁡n→∞P(∣1n∑i=1nZi−θ∣<ϵ)=1\lim_{n\to\infty}P\left(\left|\frac{1}{n}\sum_{i=1}^{n}Z_{i}-\theta\right|<\epsilon\right)=1, for all ϵ>0\epsilon>0, then θ\theta equals

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