Title of article :
Necessary conditions for the existence of conditional moments of stable random variables
Author/Authors :
Cioczek-Georges، نويسنده , , Renata and Taqqu، نويسنده , , Murad S. Taqqu، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 1995
Pages :
14
From page :
233
To page :
246
Abstract :
Let (X1, X2) be a symmetric α-stable random vector with 0 < α < 2. Its distribution is characterized by a finite measure Г on the unit circle called the spectral measure. It is known that if Г satisfies some integrability condition then the conditional moment E[|X2|p|X1 = x] can exist for α ⩽ p < 2α + 1. The paper shows that this sufficient condition is also necessary in the cases α < p < 2α + 1 if either 0 < α ⩽ 12 or 1 < α ⩽ 32, α < p ⩽ 2 if 12 < α ⩽ 1 and α < p ⩽ 4 if 32 < α < 2. It also provides a sufficient and necessary condition for the existence of E[|X2|α|X1 = x] (i.e. p = α) for 0 < α < 2.
Keywords :
stable distributions , Conditional moments , Regression , bivariate stable distributions
Journal title :
Stochastic Processes and their Applications
Serial Year :
1995
Journal title :
Stochastic Processes and their Applications
Record number :
1575662
Link To Document :
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