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A frequent task in exploratory data analysis consists in examining pairwise dependencies between data variables. Popular approaches include visualizing correlation or scatter plot matrices. However, both methods can be misleading. The…

应用统计 · 统计学 2022-04-04 Arturo Erdely , Manuel Rubio-Sanchez

There exist many bivariate parametric copulas to model bivariate data with different dependence features. We propose a new bivariate parametric copula family that cannot only handle various dependence patterns that appear in the existing…

统计方法学 · 统计学 2021-06-30 Aristidis K. Nikoloulopoulos

This project aims to shed light on how man-made carbon emissions are affecting global wind patterns by looking for temporal and geographical correlations between carbon emissions, surface temperatures anomalies, and wind speed anomalies at…

其他计算机科学 · 计算机科学 2018-12-09 Anshul Goyal , Kartikeya Bhardwaj , Radu Marculescu

In many studies multivariate event time data are generated from clusters having a possibly complex association pattern. Flexible models are needed to capture this dependence. Vine copulas serve this purpose. Inference methods for vine…

应用统计 · 统计学 2017-07-25 Nicole Barthel , Candida Geerdens , Matthias Killiches , Paul Janssen , Claudia Czado

Copulas are popular as models for multivariate dependence because they allow the marginal densities and the joint dependence to be modeled separately. However, they usually require that the transformation from uniform marginals to the…

统计方法学 · 统计学 2013-06-14 Minh-Ngoc Tran , Paolo Giordani , Xiuyan Mun , Robert Kohn , Mike Pitt

With the use of high-resolution ALMA observations, complex structures that resemble those observed in post-AGB stars and planetary nebulae are detected in the circumstellar envelopes of low-mass evolved stars. These deviations from…

太阳与恒星天体物理 · 物理学 2022-12-07 Jolien Malfait , Silke Maes , Ward Homan , Jan Bolte , Lionel Siess , Frederik De Ceuster , Leen Decin

A bifurcation analysis of dune shape transition is made. By use of a reduced model of dune morphodynamics, dune skeleton model, we elucidate the transition mechanism between different shapes of dunes under unidirectional wind. It was found…

斑图形成与孤子 · 物理学 2016-09-09 Hirofumi Niiya , Akinori Awazu , Hiraku Nishimori

We study the influence of clumping on the predicted wind structure of O-type stars. For this purpose we artificially include clumping into our stationary wind models. When the clumps are assumed to be optically thin, the radiative line…

天体物理学 · 物理学 2007-08-10 Jiri Krticka , Joachim Puls , Jiri Kubat

When animal groups move coherently in the form of a flock, their trajectories are not all parallel, the individuals exchange their position in the group. In this Letter we introduce a measure of this mixing dynamics, which we quantify as…

统计力学 · 物理学 2015-06-29 Jean-Baptiste Caussin , Denis Bartolo

Graphical models are an important tool in exploring relationships between variables in complex, multivariate data. Methods for learning such graphical models are well developed in the case where all variables are either continuous or…

机器学习 · 统计学 2024-02-15 Konstantin Göbler , Anne Miloschewski , Mathias Drton , Sach Mukherjee

Wildfires propagate through intricate interactions between wind, fuel, and terrain, resulting in complex behaviors that pose challenges for accurate predictions. This study investigates the interaction between wind velocity topology and…

流体动力学 · 物理学 2025-04-23 Siva Viknesh , Ali Tohidi , Fatemeh Afghah , Rob Stoll , Amirhossein Arzani

The evolution of the non-thermal emission emitted by pulsar wind nebulae is generally calculated using spatially-independent particle transport models. Although useful, these models implicitly assume that the source of non-thermal particles…

高能天体物理现象 · 物理学 2013-08-09 Michael Vorster , Harm Moraal

Many animals have patterned fur, feathers, or scales, such as the stripes of a zebra. Turing models, or reaction-diffusion systems, are a class of mathematical models of interacting species that have been successfully used to generate…

生物物理 · 物理学 2023-12-04 Michael F. Staddon

We present a simple model of adaptive radiations in evolution based on species competition. Competition is found to promote species divergence and branching, and to dampen the net species production. In the model simulations, high taxonomic…

种群与进化 · 定量生物学 2007-05-23 Birgitte Freiesleben De Blasio , Fabio Vittorio De Blasio

Psammophilous plants are special plants that flourish in sand moving environments. There are two main mechanisms by which the wind affects these plants: (i) sand drift exposes roots and covers branches--the exposed roots turn into new…

生物物理 · 物理学 2015-06-17 Golan Bel , Yosef Ashkenazy

Because wind-generated waves can propagate over large distances, wave spectra from a fixed point can record information about air-sea interactions in distant areas. In this study, the spectral wave climate is computed for a specific…

大气与海洋物理 · 物理学 2019-02-14 Haoyu Jiang , Lin Mu

The paper focuses on a class of light-tailed multivariate probability distributions. These are obtained via a transformation of the margins from a heavy-tailed original distribution. This class was introduced in Balkema et al. (J.…

概率论 · 数学 2012-11-26 Guus Balkema , Paul Embrechts , Natalia Nolde

Quantification of microbial interactions from 16S rRNA and meta-genomic sequencing data is difficult due to their sparse nature, as well as the fact that the data only provides measures of relative abundance. In this paper, we propose using…

统计方法学 · 统计学 2021-11-04 Rebecca A. Deek , Hongzhe Li

Multivariate rapid variation describes decay rates of joint light tails of a multivariate distribution. We impose a local uniformity condition to control decay variation of distribution tails along different directions, and using…

统计理论 · 数学 2021-04-30 Haijun Li

Motivated by the important role of the ocean in the Earth climate system, here we investigate possible scenarios of ocean circulations on exoplanets using a one-layer shallow water ocean model. Specifically, we investigate how planetary…

地球与行星天体物理 · 物理学 2018-09-06 Weiwen Ji , Ru Chen , Jun Yang