The value of E( (||X-μ||-c)^2 )

  • Thread starter saintman4
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Main Question or Discussion Point

I would like to ask one more question.

X ~ N (μ, σ2)

If X = [x1 x2] and μ = [μ1 μ2]. What is the value of E( (||X- μ||-c)^2 )?

where c is constant and E(||X- μ||^2)= σ2


Thank ...
 

Answers and Replies

[tex]\mathbb{E}[ (||X- \mu||-c)^2 ]=\mathbb{E}[ ||X- \mu||^2-2c||X-\mu||+c^2 ][/tex]

Now [itex]\mathbb{E}[\cdot][/itex] is linear ... does this help?
 
5
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Thank Pere Callahan. But I still don't know how to find E(||X- μ||) as I ask in https://www.physicsforums.com/showthread.php?t=224947 [Broken]

Do you know how to find E(||X- μ||)?

Thank you.
 
Last edited by a moderator:
Did yu try to use the defintion of the expected value of some function g of a real random Variable X with density function f?
[tex]
\mathbb{E}[g(X)]=\int_{\mathbb{R}}{g(x)f(x)dx}
[/tex]

You will have to solve some Gaussian-type integrals but it should be straight-forward :smile:
 

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