Sasha D.

asked • 02/22/16

Calculate EX^3 and EX^4 for X ??~ N(0,1)

find the expected value ^3, and the expected value ^4

1 Expert Answer

By:

Arnold F. answered • 02/22/16

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Sasha D.

E(x3) and E(x4)
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02/22/16

Arnold F.

E(x3) is the easy one. By symmetry of the standard normal around zero that expected value is 0; the + and - "values" have the same "density values" so they would cancel out.
 
E(x4) I will have to check out myself.
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02/23/16

Sasha D.

Thank you, let me know how that goes! 
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02/23/16

Arnold F.

Here's what I've got:
 
For a standard normal distribution z, x=z2 is a chi-squared distribution with one degree of freedom. So E(x)=1 (# degrees of freedom) and Var(x)=2 (i.e.2 x df)
 
Var(x) = E(x2) - [E(x)]2 = E(z4) - [E(z2)]2
 
                                 2  = E(z4) - 1
 
So it my work here is correct E(z4) = 3
 
 
Have you had chi-squared dist yet?
 
 
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02/23/16

Sasha D.

no we have not! 
Its gives the hint integration of x2e−x2/2 by parts, u = x^2e^−x2/2, v = x
 
 
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02/23/16

Arnold F.

Sasha,
 
Do you still need a solution here?
 
I have not tried using the hint yet but it might require integration by parts 2 or 3 times.
 
Arnold
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02/24/16

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