Support and density of the limit $m$-ary search trees distribution
Probability
2012-01-20 v1
Abstract
The space requirements of an -ary search tree satisfies a well-known phase transition: when , the second order asymptotics is Gaussian. When , it is not Gaussian any longer and a limit of a complex-valued martingale arises. We show that the distribution of has a square integrable density on the complex plane, that its support is the whole complex plane, and that it has finite exponential moments. The proofs are based on the study of the distributional equation , where are the spacings of independent random variables uniformly distributed on , are independent copies of W which are also independent of and is a complex number.
Keywords
Cite
@article{arxiv.1201.4098,
title = {Support and density of the limit $m$-ary search trees distribution},
author = {Brigitte Chauvin and Quansheng Liu and Nicolas Pouyanne},
journal= {arXiv preprint arXiv:1201.4098},
year = {2012}
}