Let X,, X2 and X, be independent and identically distributed N4(0,E) random vectors, where E is a positive definite matrix. Further, let X = ( X be a 3 x 4 matrix, where for any matrix M, M' denotes its transpose. If Wm (n, E) denotes a Wishart distribution of order m with n degrees of freedom and variance- covariance matrix E, then which of the following statements is TRUE? E-1/2 xtx E-1/2 follows W,(3,14) distribution E-1/2 x'X E-1/2 follows W3(4, 13) distribution (A) (B) Trace(X E-X) follows x distribution X'X follows W3(4, E) distribution (C) (D)
Let X,, X2 and X, be independent and identically distributed N4(0,E) random vectors, where E is a positive definite matrix. Further, let X = ( X be a 3 x 4 matrix, where for any matrix M, M' denotes its transpose. If Wm (n, E) denotes a Wishart distribution of order m with n degrees of freedom and variance- covariance matrix E, then which of the following statements is TRUE? E-1/2 xtx E-1/2 follows W,(3,14) distribution E-1/2 x'X E-1/2 follows W3(4, 13) distribution (A) (B) Trace(X E-X) follows x distribution X'X follows W3(4, E) distribution (C) (D)
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
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Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Question
![Let X1, X2 and X, be independent and identically distributed N, (0,E) random
vectors, where E is a positive definite matrix. Further, let X =
X: be a 3 x 4
matrix, where for any matrix M, M' denotes its transpose. If Wm (n, E) denotes
a Wishart distribution of order m with n degrees of freedom and variance-
covariance matrix E, then which of the following statements is TRUE?
(A)
E-1/2 xtX E-1/2 follows W4(3,14) distribution
E-1/2 x'X E-1/2 follows W3(4, I3) distribution
(B)
Trace(X E-X) follows x distribution
X'X follows W3(4, E) distribution
(C)
(D)](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fa57bf612-80be-4560-aaa9-315aa0a34422%2Facf9cd3b-388e-481a-b604-d6847286f58d%2Fy4rrbzm_processed.jpeg&w=3840&q=75)
Transcribed Image Text:Let X1, X2 and X, be independent and identically distributed N, (0,E) random
vectors, where E is a positive definite matrix. Further, let X =
X: be a 3 x 4
matrix, where for any matrix M, M' denotes its transpose. If Wm (n, E) denotes
a Wishart distribution of order m with n degrees of freedom and variance-
covariance matrix E, then which of the following statements is TRUE?
(A)
E-1/2 xtX E-1/2 follows W4(3,14) distribution
E-1/2 x'X E-1/2 follows W3(4, I3) distribution
(B)
Trace(X E-X) follows x distribution
X'X follows W3(4, E) distribution
(C)
(D)
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