Let X₁, X2, X3,..., Xn denote a random sample of size n from the population distributed with the following probability density function: d) e) f) f(x; 0) = {0,+ ((0+1)xº, if 0

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Let X₁, X2, X3,..., Xn denote a random sample of size n from the population distributed with the
following probability density function:
d)
e)
f)
f(x; 0) = {0,+
((0+1)xº, if 0<x< 1
elsewhere
Suppose that is a uniform minimum variance unbiased estimator of 0. Show that the variance
of 6, Var(8) = (0+1)²
n
Use part d) of question 2 to show that Ô is a consistent estimator of 0.
Show that
exponential family].
In (X₁) is a sufficient estimator of 0. [Hint: Use one-parameter regular
Transcribed Image Text:Let X₁, X2, X3,..., Xn denote a random sample of size n from the population distributed with the following probability density function: d) e) f) f(x; 0) = {0,+ ((0+1)xº, if 0<x< 1 elsewhere Suppose that is a uniform minimum variance unbiased estimator of 0. Show that the variance of 6, Var(8) = (0+1)² n Use part d) of question 2 to show that Ô is a consistent estimator of 0. Show that exponential family]. In (X₁) is a sufficient estimator of 0. [Hint: Use one-parameter regular
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