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Using Fourier analysis, we prove that the limiting distribution of the standardized random number of comparisons used by Quicksort to sort an array of n numbers has an everywhere positive and infinitely differentiable density f, and that…

概率论 · 数学 2007-05-23 James Allen Fill , Svante Janson

We prove that certain quotients of entire functions are characteristic functions. Under some conditions, the probability measure corresponding to a characteristic function of that type has a density which can be expressed as a generalized…

概率论 · 数学 2010-09-09 Albert Ferreiro-Castilla , Frederic Utzet

We give upper and lower asymptotic bounds for the left tail and for the right tail of the continuous limiting QuickSort density f that are nearly matching in each tail. The bounds strengthen results from a paper of Svante Janson (2015)…

概率论 · 数学 2018-08-03 James Allen Fill , Wei-Chun Hung

We propose and analyze an algorithm to approximate distribution functions and densities of perpetuities. Our algorithm refines an earlier approach based on iterating discretized versions of the fixed point equation that defines the…

概率论 · 数学 2007-11-08 Margarete Knape , Ralph Neininger

The limiting distribution of the normalized number of comparisons used by Quicksort to sort an array of n numbers is known to be the unique fixed point with zero mean of a certain distributional transformation S. We study the convergence to…

概率论 · 数学 2007-05-23 James Allen Fill , Svante Janson

We consider systems of stochastic fixed-point equations that arise in the asymptotic analysis of random recursive structures and algorithms such as Quicksort, generalized P\'olya urn processes and path lengths of random recursive trees and…

概率论 · 数学 2018-03-08 Kevin Leckey

In this article we recover the distribution function (and possible density) of an arbitrary random variable that is subject to an additive measurement error. This problem is also known as deconvolution and has a long tradition in…

统计理论 · 数学 2025-10-07 Henrik Kaiser

We show the equivalence of three properties for an infinitely divisible distribution: the subexponentiality of the density, the subexponentiality of the density of its L\'evy measure and the tail equivalence between the density and its…

概率论 · 数学 2023-02-16 Muneya Matsui

We show that a concavity property of the exponential function is a direct consequence of the convexity of the continued Erlang loss function.

综合数学 · 数学 2007-05-23 Hans J. H. Tuenter

It is known that the eigenfunctions of a random Schr\"odinger operator on a strip decay exponentially, and that the rate of decay is not slower than prescribed by the slowest Lyapunov exponent. A variery of heuristic arguments suggest that…

数学物理 · 物理学 2022-11-18 Ilya Goldsheid , Sasha Sodin

We prove estimates at infinity of convolutions $f^{n\star}$ and densities of the corresponding compound Poisson measures for a class of radial decreasing densities on $\mathbb{R}^d$, $d \geq 1$, which are not convolution equivalent.…

概率论 · 数学 2022-07-13 Miłosz Baraniewicz , Kamil Kaleta

For a subexponential density, so far, there has been no positive conclusion or counter example to show whether it is almost decreasing. In this paper, a subexponential density supported on $\mathbb{R}^+\cup\{0\}$ without the almost decrease…

概率论 · 数学 2018-08-21 Tao Jiang , Yuebao Wang , Zhaolei Cui

Realistic modeling of ecological population dynamics requires spatially explicit descriptions that can take into account spatial heterogeneity as well as long-distance dispersal. Here, we present Monte Carlo simulations and numerical…

统计力学 · 物理学 2024-10-07 R. Juhász , I. A. Kovács

We study a new class of so-called rational-infinitely (or quasi-infinitely) divisible probability laws on the real line. The characteristic functions of these distributions are ratios of the characteristic functions of classical infinitely…

概率论 · 数学 2025-10-29 Alexey Khartov

In a continuous-time setting, Fill (2010) proved, for a large class of probabilistic sources, that the number of symbol comparisons used by QuickSort, when centered by subtracting the mean and scaled by dividing by time, has a limiting…

概率论 · 数学 2012-02-01 Patrick Bindjeme , James Allen Fill

Consider a class of probability distributions which is dense in the space of all probability distributions on $\mathbb{R}^{d}$ with respect to weak convergence, for every $d\in\mathbb{N}$. Then, we construct various explicit classes of…

概率论 · 数学 2020-12-03 Riccardo Passeggeri

We prove that for supercritical percolation on every infinite transitive graph, the probability that the origin belongs to a finite cluster of size at least $n$ decays exponentially in $\Phi(n)$, where $\Phi$ is the isoperimetric function…

We prove that, for every $0 \leq t \leq 1$, the limiting distribution of the scale-normalized number of key comparisons used by the celebrated algorithm QuickQuant to find the $t$th quantile in a randomly ordered list has a Lipschitz…

概率论 · 数学 2021-10-01 James Allen Fill , Wei-Chun Hung

We generalize the classical Bernstein theorem concerning the constructive description of classes of functions uniformly continuous on the real line. The approximation of continuous bounded functions by entire functions of exponential type…

复变函数 · 数学 2008-03-11 Vladimir Andrievskii

For a variant of the algorithm in [Pit19] (arXiv:1903.10816) to compute the approximate density or distribution function of a linear mixture of independent random variables known by a finite sample, it is presented a proof of the functional…

统计理论 · 数学 2019-06-19 Thomas Pitschel
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