. Consider a linear smooth f = Sy where S is a linear smoother and y = (Y1,..., Y,)". Let b = f - E(Sy) be the bias vector. Show that Σ(f(X ) + , Σε MSE = var n i=1 trace(SST) + n EE{Y; - Î(X;)}² PSE = trace(SST 1+ b"b %3D n

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
2. Consider a linear smooth f = Sy where S is a linear smoother and y
f - E(Sy) be the bias vector. Show that
= (Y1,...,Yn)T. Let b =
1
MSE =
1
Σ
var(f(X;)) +
- > b?
n
trace(SST)
1
PSE
EE{Y* - Î(X;)}²
|
n
trace(SST)
1+
b™b
o2 +
n
where Y;* is a new observation.
Transcribed Image Text:2. Consider a linear smooth f = Sy where S is a linear smoother and y f - E(Sy) be the bias vector. Show that = (Y1,...,Yn)T. Let b = 1 MSE = 1 Σ var(f(X;)) + - > b? n trace(SST) 1 PSE EE{Y* - Î(X;)}² | n trace(SST) 1+ b™b o2 + n where Y;* is a new observation.
Expert Solution
steps

Step by step

Solved in 2 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