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Q7Section I (Objective (Q1–Q80))7 of 80

Method of moments estimator

Let x1,x2,…,xnx_1,x_2,\dots,x_n be a random sample from the following probability distribution:

P(X=1)=2(1−θ)2−θ,P(X=2)=θ2−θ;θ∈(0,1).\mathbb{P}(X=1)=\frac{2(1-\theta)}{2-\theta},\qquad \mathbb{P}(X=2)=\frac{\theta}{2-\theta};\qquad \theta\in(0,1).

The moment estimate of θ\theta is:

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