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THE LINDEBERG-FELLER THEOREM FOR POSITIVE DEFINITE DENSITIES 

Authors: Hans-Joachim Rossberg a; Manfred Riedel a
Affiliation:   a Fakult(a)umlt f(u)umlr Mathematik und Informatik, Universit(a)umlt Leipzig Augustusplatz 10-12 04109 Leipzig, Germany.
DOI: 10.1080/02331880213195
Publication Frequency: 6 issues per year
Published in: journal Statistics, Volume 36, Issue 4 2002 , pages 365 - 368
Number of References: 9
Formats available: PDF (English)
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Abstract

We consider the Lindeberg-Feller model for independent random variables and focus our attention on the behaviour of the probability densities q_lcubnrcub of sums S_lcubnrcub, n\geq 1 . We obtain a theorem on the convergence of q_lcubnrcub to the standard normal density \varphi which resembles the well known limit theorem for distribution functions--provided that the q_lcubnrcub are positive definite. A special case is the following: if q_lcubnrcub(0)\rightarrow\varphi(0) as n\rightarrow\infty then the Lindeberg condition guarantees that the convergence of q_lcubnrcub to \varphi continues to the real line.
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