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Q37Section B (Section B)37 of 60

Estimators when mean equals variance

Let X1,X2,…,XnX_1,X_2,…,X_n, where n>1n>1, be a random sample from a N(θ,θ)N(\theta,\theta) distribution, where θ>0\theta>0 is an unknown parameter. Suppose Tn=1n∑i=1nXiandSn=1n∑i=1n(Xi−Tn)2.T_n=\frac1n\sum_{i=1}^n X_i\quad\text{and}\quad S_n=\frac1n\sum_{i=1}^n(X_i-T_n)^2. Then which of the following statements is/are correct?

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.