Q 7.2. Suppose X₁, X2 and X3 have a joint Gaussian distribution with covariance matrix 2 1 1 1 2 1 1 2 find the conditional covariance of X₁ and X2 given X3. 6x₁x₁x₁ = = =
Q 7.2. Suppose X₁, X2 and X3 have a joint Gaussian distribution with covariance matrix 2 1 1 1 2 1 1 2 find the conditional covariance of X₁ and X2 given X3. 6x₁x₁x₁ = = =
A First Course in Probability (10th Edition)
10th Edition
ISBN:9780134753119
Author:Sheldon Ross
Publisher:Sheldon Ross
Chapter1: Combinatorial Analysis
Section: Chapter Questions
Problem 1.1P: a. How many different 7-place license plates are possible if the first 2 places are for letters and...
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
Transcribed Image Text:Proposition 5.5 (Equation for the regression line). Suppose X and Y have a joint distribu-
tion which is Gaussian, with the means and variances of X and Y being µx, µy, of >0 and
of > 0. Suppose the covariance between X and Y is oxy and that ª ozy < ozo}. Then
the conditional distribution of Y given X = x ER is the Gaussian distribution with mean
α
2
2
2
2
Y
OXY
|Y|X=x = |y+ (x-µx)
.2
0²/12 X
and variance
of x = of - Xx
2
XY
2
X

Transcribed Image Text:Q 7.2. Suppose X₁, X₂ and X3 have a joint Gaussian distribution with covariance matrix
2 1 1
(H)
1 2 1
1 12
find the conditional covariance of X₁ and X2 given X3.
2
6x₁₁x₁1x₁ = 1/2/2
X₂|X3
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