THE LINDEBERG-FELLER THEOREM FOR POSITIVE DEFINITE DENSITIES
Authors:
Hans-Joachim Rossberg a;
Manfred Riedel a
| Affiliation: | a Fakult t f r Mathematik und Informatik, Universit t Leipzig Augustusplatz 10-12 04109 Leipzig, Germany. |
DOI:
10.1080/02331880213195
Publication Frequency:
6 issues per year
Subjects:
Mathematical Statistics;
Statistical Theory & Methods;
Statistics;
Statistics for the Biological Sciences;
Stochastic Models & Processes;
Number of References: 9
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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_
n of sums S_ n , n\geq 1 . We obtain a theorem on the convergence of q_ n to the standard normal density \varphi which resembles the well known limit theorem for distribution functions--provided that the q_ n are positive definite. A special case is the following: if q_ n (0)\rightarrow\varphi(0) as n\rightarrow\infty then the Lindeberg condition guarantees that the convergence of q_ n to \varphi continues to the real line.
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t f
r Mathematik und Informatik, Universit
n
of sums S_
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