Let X1 and X2 be two independent and identically distributed random variables with N(µ, 1) distribution. ϕ = µ6 + 15µ4 + 45µ2 ϕˆ = X1^6-15 is an unbiased estimator of ϕ. Use the Rao-Blackwell theorem to find an unbiased estimator of ϕ, denoting this estimator as ϕ˜, such that V ar( ˜ϕ) ≤ V ar( ˆϕ).

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question
Let X1 and X2 be two independent and identically distributed random variables with N(µ, 1) distribution. ϕ = µ6 + 15µ4 + 45µ2 ϕˆ = X1^6-15 is an unbiased estimator of ϕ. Use the Rao-Blackwell theorem to find an unbiased estimator of ϕ, denoting this estimator as ϕ˜, such that V ar( ˜ϕ) ≤ V ar( ˆϕ).
Expert Solution
steps

Step by step

Solved in 2 steps with 1 images

Blurred answer
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman