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Asymptotic normality through factorial cumulants and partitions identities

Authors :
Bobecka, Konstancja
Hitczenko, Pawel
Lopez-Blazquez, Fernando
Rempala, Grzegorz
Wesolowski, Jacek
Publication Year :
2011

Abstract

In the paper we develop an approach to asymptotic normality through factorial cumulants. Factorial cumulants arise in the same manner from factorial moments, as do (ordinary) cumulants from (ordinary) moments. Another tool we exploit is a new identity for "moments" of partitions of numbers. The general limiting result is then used to (re-)derive asymptotic normality for several models including classical discrete distributions, occupancy problems in some generalized allocation schemes and two models related to negative multinomial distribution.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1106.4684
Document Type :
Working Paper
Full Text :
https://doi.org/10.1017/SO963548312000545