Let X₁, X2, X3,..., X₁ denote a random sample of size n from the population distributed with the following probability density function: a) b) d) e) f) g) f(x; 0) = {(0+1)xº, if 0
Let X₁, X2, X3,..., X₁ denote a random sample of size n from the population distributed with the following probability density function: a) b) d) e) f) g) f(x; 0) = {(0+1)xº, if 0
Calculus For The Life Sciences
2nd Edition
ISBN:9780321964038
Author:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Chapter13: Probability And Calculus
Section13.CR: Chapter 13 Review
Problem 21CR
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Please answer D
![Let X₁, X2, X3,..., X₁ denote a random sample of size n from the population distributed with the
following probability density function:
a)
b)
d)
e)
f)
g)
f(x;0) = {(0+¹)xº, if 0<x< 1
elsewhere
What is the parameter space of 0?
Find the maximum likelihood estimator (MLE) of 8.
What is the MLE of g(0) ==?
Suppose that is a uniform minimum variance unbiased estimator of 8. Show that the variance
of ê, Var(8) = (0+1)²
n
Use part d) of question 2 to show that is a consistent estimator of 0.
Show that
In (X;) is a sufficient estimator of 9. [Hint: Use one-parameter regular
exponential family].
Estimate using the method of moment estimator.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fd589ba33-46f0-43e1-9ef3-a17990fe3dce%2F732e669c-e39c-46d2-b4f4-4d1ec9a5ec54%2Fbgut8y8_processed.jpeg&w=3840&q=75)
Transcribed Image Text:Let X₁, X2, X3,..., X₁ denote a random sample of size n from the population distributed with the
following probability density function:
a)
b)
d)
e)
f)
g)
f(x;0) = {(0+¹)xº, if 0<x< 1
elsewhere
What is the parameter space of 0?
Find the maximum likelihood estimator (MLE) of 8.
What is the MLE of g(0) ==?
Suppose that is a uniform minimum variance unbiased estimator of 8. Show that the variance
of ê, Var(8) = (0+1)²
n
Use part d) of question 2 to show that is a consistent estimator of 0.
Show that
In (X;) is a sufficient estimator of 9. [Hint: Use one-parameter regular
exponential family].
Estimate using the method of moment estimator.
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