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Q22Section I (Objective (Q1–Q80))22 of 80

Sufficient statistics for a Bernoulli parameter

Let x1,x2,…,xnx_1,x_2,\dots,x_n be a random sample from a Bernoulli population with parameter pp, where 0<p<10<p<1. Which of the following is/are sufficient statistic(s) for pp?

I. 1n∑i=1nxi\dfrac1n\sum_{i=1}^n x_i

II. 1n∑i=1n(xi−xˉ)2\dfrac1n\sum_{i=1}^n(x_i-\bar x)^2

III. ∑i=1nxi\sum_{i=1}^n x_i

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