3. Let S be a positive rv with mean μ and variance o2. Our goal is to estimate S based on an observation X of the form X = √S W. We can assume that S and W are independent and W has mean 0 and variance 1. (a) Determine the linear LMS (LLMS) estimator of S given X = x. (b) Suppose that Y = X2. Determine the LLMS estimator of S given Y = y. Your answer may include the fourth moment of W, i.e. E(W4).

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

Please solve this question.Thanks for your help :)

3. Let S be a positive rv with mean μ and variance o2. Our goal is to estimate S based on an
observation X of the form X = √S W. We can assume that S and W are independent and W has
mean 0 and variance 1.
(a) Determine the linear LMS (LLMS) estimator of S given X = x.
(b) Suppose that Y = X². Determine the LLMS estimator of S given Y = y. Your answer may
include the fourth moment of W, i.e. E(W4).
Transcribed Image Text:3. Let S be a positive rv with mean μ and variance o2. Our goal is to estimate S based on an observation X of the form X = √S W. We can assume that S and W are independent and W has mean 0 and variance 1. (a) Determine the linear LMS (LLMS) estimator of S given X = x. (b) Suppose that Y = X². Determine the LLMS estimator of S given Y = y. Your answer may include the fourth moment of W, i.e. E(W4).
Expert Solution
steps

Step by step

Solved in 4 steps

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