Title of article :
Domains of attraction for exponential families
Author/Authors :
Balkema، نويسنده , , August A. and Klüppelberg، نويسنده , , Claudia and Resnick، نويسنده , , Sidney I. Wiener، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2003
Abstract :
With the df F of the rv X we associate the natural exponential family of dfʹs Fλ wheredFλ(x)=eλx dF(x)/EeλXfor λ∈Λ≔{λ∈R | EeλX<∞}. Assume λ∞=sup Λ⩽∞ does not lie in Λ. Let λ↑λ∞, then non-degenerate limit laws for the normalised distributions Fλ(aλx+bλ) are the normal and gamma distributions. Their domains of attractions are determined. Applications to saddlepoint and gamma approximations are considered.
Keywords :
Convex conjugate , domain of attraction , Exponential family , Esscher transform , Gamma distribution , Laplace transform , Normal distribution , strongly unimodal , Regular variation , Self-neglecting , Asymptotic normality
Journal title :
Stochastic Processes and their Applications
Journal title :
Stochastic Processes and their Applications