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A simple way of obtaining robust estimates of the "center" (or the "location") and of the "scatter" of a dataset is to use the maximum likelihood estimate with a class of heavy-tailed distributions, regardless of the "true" distribution…

统计理论 · 数学 2023-11-28 Pavol Ševera

In this paper we begin the first systematic study of distributions of simple marked mesh patterns. Mesh patterns were introduced recently by Br\"and\'en and Claesson in connection with permutation statistics. We provide explicit generating…

组合数学 · 数学 2012-01-09 Sergey Kitaev , Jeffrey Remmel

We propose an integral geometric approach for computing dual distributions for the parameter distributions of multilinear models. The dual distributions can be computed from, for example, the parameter distributions of conics, multiple view…

计算机视觉与模式识别 · 计算机科学 2018-12-04 Sami Sebastian Brandt

The computation of two Bayesian predictive distributions which are discrete mixtures of incomplete beta functions is considered. The number of iterations can easily become large for these distributions and thus, the accuracy of the result…

统计理论 · 数学 2007-06-13 Jacques Poitevineau , Bruno Lecoutre

We appeal to a complex q-Fourier transform as a generalization of the (real) one analyzed in [Milan J. Math. {\bf 76} (2008) 307]. By recourse to tempered ultra-distributions we are able to show that the q-Gaussian distribution can be…

数学物理 · 物理学 2015-06-12 A. Plastino , M. C. Rocca

This paper proposes the density and characteristic functions of a general matrix quadratic form $\mathbf{X}^{*}\mathbf{AX}$, when $\mathbf{A} = \mathbf{A}^{*}$, $\mathbf{X}$ has a matrix multivariate elliptical distribution and…

统计理论 · 数学 2012-10-22 Jose A. Diaz-Garcia

Three-way data can be conveniently modelled by using matrix variate distributions. Although there has been a lot of work for the matrix variate normal distribution, there is little work in the area of matrix skew distributions. Three matrix…

统计方法学 · 统计学 2018-08-15 Michael P. B. Gallaugher , Paul D. McNicholas

We briefly review the use of the order parameter probability distribution function as a useful tool to obtain the critical properties of statistical mechanical models using computer Monte Carlo simulations. Some simple discrete spin…

统计力学 · 物理学 2015-06-11 J. A. Plascak , P. H. L. Martins

We provide new characterizations of two-points and some related distributions. We use properties of independence and/or identity of the distributions of suitable linear forms of random variables. Keywords: characterization of a…

统计理论 · 数学 2019-08-07 Lev Klebanov

We study relationships between permutation statistics and pattern-functions, counting the number of times particular patterns occur in a permutation. This allows us to write several familiar statistics as linear combinations of pattern…

组合数学 · 数学 2022-11-22 Yosef Berman , Bridget Eileen Tenner

The partition function of the finite $1+\epsilon$ state Potts model is shown to yield a closed form for the distribution of clusters in the immediate vicinity of the percolation transition. Various important properties of the transition are…

统计力学 · 物理学 2009-10-30 Joseph Rudnick , Paisan Nakmahachalasint , George Gaspari

Modelling multivariate circular time series is considered. The cross-sectional and serial dependence is described by circulas, which are analogs of copulas for circular distributions. In order to obtain a simple expression of the dependence…

统计方法学 · 统计学 2023-11-23 Hiroaki Ogata

We express generalized Cauchy-Stieltjes transforms of some particular Beta distributions (of ultraspherical type generating functions for orthogonal polynomials) as a powered Cauchy-Stieltjes transform of some measure. For suitable values…

概率论 · 数学 2009-02-03 Nizar Demni

In ref [math.ST/0411462] the notion of statistically dual distributions is introduced. The reconstruction of confidence density [AIP Conference Proceedings 803 (2005) 398] for the location parameter for several pairs of statistically dual…

数据分析、统计与概率 · 物理学 2013-11-26 S. Bityukov , N. Krasnikov , V. Smirnova , V. Taperechkina

We develop integral geometry for non-compactly causal symmetric spaces. We define a complex horospherical transform and, for some cases, identify it with a Cauchy type integral.

表示论 · 数学 2007-05-23 Simon Gindikin , Bernhard Kroetz , Gestur Olafsson

In this paper, we will show a new characterization of operator monotone functions by a matrix reverse Cauchy inequality.

泛函分析 · 数学 2015-12-14 Dinh Trung Hoa

Discriminating data classes emanating from sensors is an important problem with many applications in science and technology. We describe a new transform for pattern identification that interprets patterns as probability density functions,…

计算机视觉与模式识别 · 计算机科学 2017-02-15 Se Rim Park , Soheil Kolouri , Shinjini Kundu , Gustavo Rohde

The family of multivariate skew-normal distributions has many interesting properties. It is shown here that these hold for a general class of skew-elliptical distributions. For this class, several stochastic representations are established…

统计理论 · 数学 2023-09-18 Chuancun Yin , Narayanaswamy Balakrishnan

In a recent paper, Mazucheli et al. (2019) introduced the unit-Gompertz (UG) distribution and studied some of its properties. It is a continuous distribution with bounded support, and hence may be useful for modelling life-time phenomena.…

统计理论 · 数学 2020-06-12 M. Z. Anis , Debsurya De

Integrable lattice equations arising in the context of singular manifold equations for scalar, multicomponent KP hierarchies and 2D Toda lattice hierarchy are considered. These equation generate the corresponding continuous hierarchy of…

solv-int · 物理学 2009-10-31 L. V. Bogdanov , B. G. Konopelchenko