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Consider a Random Sample X1,,XnX _ { 1 } , \ldots , X _ { n }

question 7

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Consider a random sample X1,,XnX _ { 1 } , \ldots , X _ { n } from the pdf f(x;θ)=5(1+θx)1x1f ( x ; \theta ) = 5 ( 1 + \theta x ) \quad - 1 \leq x \leq 1 where 1θ1- 1 \leq \theta \leq 1 (this distribution arises in particle physics). Show that θ^=3Xˉ\hat { \theta } = 3 \bar { X } is an unbiased estimator of θ\theta [  Consider a random sample  X _ { 1 } , \ldots , X _ { n }  from the pdf  f ( x ; \theta ) = 5 ( 1 + \theta x ) \quad - 1 \leq x \leq 1  where  - 1 \leq \theta \leq 1  (this distribution arises in particle physics). Show that  \hat { \theta } = 3 \bar { X }  is an unbiased estimator of  \theta  [   Hint: First determine  \mu = E ( X ) = E ( \bar { X } ) . ] Hint: First determine μ=E(X)=E(Xˉ).]\mu = E ( X ) = E ( \bar { X } ) . ]


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