On the asymptotic behavior of a sequence of random variables of interest in the classical occupancy problem

Authors:
Rita Giuliano and Claudio Macci

Original publication:
Teoriya Imovirnostei ta Matematichna Statistika, tom **87** (2012).

Journal:
Theor. Probability and Math. Statist. **87** (2013), 31-40

MSC (2010):
Primary 60F10, 60C05

Published electronically:
March 21, 2014

MathSciNet review:
3241444

Full-text PDF

Abstract | References | Similar Articles | Additional Information

Abstract: In the classical occupancy problem one puts balls in boxes, and each ball is independently assigned to any fixed box with probability . It is well known that, if we consider the random number of balls required to have all the boxes filled with at least one ball, the sequence converges to 1 in probability. Here we present the large deviation principle associated to this convergence. We also discuss the use of the Gärtner Ellis Theorem for the proof of some parts of this large deviation principle.

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Additional Information

**Rita Giuliano**

Affiliation:
Dipartimento di Matematica “L. Tonelli”, Università di Pisa, Largo Bruno Pontecorvo 5, I-56127 Pisa, Italy

Email:
giuliano@dm.unipi.it

**Claudio Macci**

Affiliation:
Dipartimento di Matematica, Università di Roma Tor Vergata, Via della Ricerca Scientifica, I-00133 Rome, Italy

Email:
macci@mat.uniroma2.it

DOI:
https://doi.org/10.1090/S0094-9000-2014-00902-3

Keywords:
Large deviation principle,
coupon collector's problem,
triangular array,
Poisson approximation

Received by editor(s):
December 13, 2011

Published electronically:
March 21, 2014

Additional Notes:
The financial support of the Research Grant PRIN 2008 Probability and Finance is gratefully acknowledged

The authors thank Francesco Pasquale for useful comments on the proof of \eqref{eq:UB} for $F∈\mathcal{C}_{2}$

Article copyright:
© Copyright 2014
American Mathematical Society