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Jet
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Joined: May 28th, 2002, 1:45 pm

Linear combination of student's t r.v.

March 23rd, 2004, 9:32 am

A linear combination of normally distributed random variables is still normally distributed, if I remember it correctly.How about student's t distributed random variables?For example,X = w1*Y + w2*Zwhere w1 and w2 are weights and Y and Z are student's t distributed random variable with d.f. v? Is X student's t distributed with some degrees of freedom?Thank you in advance,Jet
 
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Jet
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Joined: May 28th, 2002, 1:45 pm

Linear combination of student's t r.v.

March 23rd, 2004, 10:02 am

my guess is that they are not student's t distributed...
 
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mrbadguy
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Joined: September 22nd, 2002, 9:08 pm

Linear combination of student's t r.v.

March 23rd, 2004, 1:26 pm

Don't think distribution of a linear combination of independent Student's t random variable is a Student's t as well. If you're interested in Matlab Viktor Witkovsky gives syntax of TDIST function. Try a google search for linear combination of random variables.Rgds,
 
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Jet
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Joined: May 28th, 2002, 1:45 pm

Linear combination of student's t r.v.

March 23rd, 2004, 1:45 pm

I forgot to mention that Y and Z are independent. Thank you, mrbadguy.I will check out the MATLAB code as well.Cheers,Jet