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Q30Section I (Objective (Q1–Q80))30 of 80

Statistical Inference — moment estimator for a mixture

Let x1=3x_1 = 3, x2=4x_2 = 4, x3=3⋅5x_3 = 3\cdot 5, x4=2⋅5x_4 = 2\cdot 5 be four observations from a distribution with pdf f(x∣θ)=13[1θe−xθ+1θ2e−xθ2+e−x]f(x \mid \theta) = \frac{1}{3}\left[\frac{1}{\theta}e^{-\frac{x}{\theta}} + \frac{1}{\theta^2}e^{-\frac{x}{\theta^2}} + e^{-x}\right]; θ>0\theta > 0. The method of moment estimator of θ\theta based on above observations is:

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