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The property of the sum of random errors

Posted: Fri Oct 18, 2013 10:50 pm
by nacrointfin
Hi all:

If two random errors (a, b) are independent and each is in GARCH process. Do the sum of these two random errors (c = a + b) still be GARCH process? Any comment or reference is welcome.

Best,

Nacrointfin

Re: The property of the sum of random errors

Posted: Sat Oct 19, 2013 8:15 am
by TomDoan
No. Just take a simple example --- one process is ARCH(1), the other is just ARCH(0). If you check the expansion, you'll see that there's no way to get the variance as an ARCH or GARCH recursion.