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Insurance risk assessment in the face of climate change: Integrating data science and statistics Early View

  • Journal: WIREs Computational Statistics
  • Authors: Vyacheslav Lyubchich, Nathaniel K. Newlands, Azar Ghahari, Tahir Mahdi, Yulia R. Gel
  • Published Date: Apr 17, 2019

Local extreme weather events cause more insurance losses overall than large natural disasters. The evidence is provided by long‐term observations of weather and insurance records that are also a...

Bootstrap percolation with inhibition Early View

  • Journal: Random Structures & Algorithms
  • Authors: Hafsteinn Einarsson, Johannes Lengler, Frank Mousset, Konstantinos Panagiotou, Angelika Steger
  • Published Date: Apr 16, 2019

We study a variant of the classical bootstrap percolation process on Erdős Rényi random graphs. The graphs we consider have inhibitory vertices obstructing the diffusion of activity and excitatory...

Swendsen‐Wang dynamics for general graphsin the tree uniqueness region Early View

  • Journal: Random Structures & Algorithms
  • Authors: Antonio Blanca, Zongchen Chen, Eric Vigoda
  • Published Date: Apr 16, 2019

The Swendsen‐Wang (SW) dynamics is a popular Markov chain for sampling from the Gibbs distribution for the ferromagnetic Ising model on a graph G = (V,E). The dynamics is conjectured to converge to...

An additive approximate Gaussian process model for large spatio‐temporal data Early View

  • Journal: Environmetrics
  • Authors: Pulong Ma, Bledar A. Konomi, Emily L. Kang
  • Published Date: Apr 16, 2019

Abstract Motivated by a large ground‐level ozone data set, we propose a new computationally efficient additive approximate Gaussian process. The proposed method incorporates a...

Slightly subcritical hypercube percolation Early View

  • Journal: Random Structures & Algorithms
  • Authors: Tim Hulshof, Asaf Nachmias
  • Published Date: Apr 16, 2019

We study bond percolation on the hypercube {0,1}m in the slightly subcritical regime where p = pc(1 − εm) and εm = o(1) but εm ≫ 2−m/3 and study the clusters of largest volume and diameter. We...

Limit theorems for monochromatic stars Early View

  • Journal: Random Structures & Algorithms
  • Authors: Bhaswar B. Bhattacharya, Sumit Mukherjee
  • Published Date: Apr 16, 2019

Let T(K1,r,Gn) be the number of monochromatic copies of the r‐star K1,r in a uniformly random coloring of the vertices of the graph Gn. In this paper we provide a complete characterization of the...

Changepoint analysis of Klementinum temperature series Early View

  • Journal: Environmetrics
  • Authors: D. Jarušková, J. Antoch
  • Published Date: Apr 15, 2019

Abstract This paper presents a statistical analysis of the stationarity of the Prague–Klementinum temperature series. In the first part, the stationarity of annual means is rejected, and several...

A Local Model for Multivariate Analysis: Extending Wartenberg’s Multivariate Spatial Correlation Early View

  • Journal: Geographical Analysis
  • Authors: Jie Lin
  • Published Date: Apr 15, 2019

Local analysis can provide specific information about individual observations that is often useful in understanding nonstationary interactions among variables. This paper extends the application of...

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