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Context‐aided analysis of community evolution in networks Early View

  • Journal: Statistical Analysis and Data Mining: The ASA Data Science Journal
  • Authors: Giuliana Pallotta, Goran Konjevod, Jose Cadena, Phan Nguyen
  • Published Date: Sep 15, 2017

We are interested in detecting and analyzing global changes in dynamic networks (networks that evolve with time). More precisely, we consider changes in the activity distribution within...

Order priors for Bayesian network discovery with an application to malware phylogeny Early View

  • Journal: Statistical Analysis and Data Mining: The ASA Data Science Journal
  • Authors: Diane Oyen, Blake Anderson, Kari Sentz, Christine Anderson‐Cook
  • Published Date: Sep 15, 2017

Bayesian networks have been used extensively to model and discover dependency relationships among sets of random variables. We learn Bayesian network structure with a combination of human...

Introducing special issue on chemical image analysis Early View

  • Journal: Journal of Chemometrics
  • Authors: Cyril Ruckebusch
  • Published Date: Sep 15, 2017

Network design with probabilistic capacities Early View

  • Journal: Networks
  • Authors: Alper Atamtürk, Avinash Bhardwaj
  • Published Date: Sep 15, 2017

We consider a network design problem with random arc capacities and give a formulation with a probabilistic capacity constraint on each cut of the network. To handle the exponentially‐many...

A Topological Representation for Taking Cities as a Coherent Whole Early View

  • Journal: Geographical Analysis
  • Authors: Bin Jiang
  • Published Date: Sep 14, 2017

A city is a whole, as are all cities in a country. Within a whole, individual cities possess different degrees of wholeness, defined by Christopher Alexander as a life‐giving order or...

A nonparametric test of independence between 2 variables Early View

  • Journal: Statistical Analysis and Data Mining: The ASA Data Science Journal
  • Authors: Bin Li, Qingzhao Yu
  • Published Date: Sep 13, 2017

A nonparametric statistic, called the roughness of concomitant ranks, is proposed for testing whether 2 quantitative vectors are dependent. The new testing procedure is highly...

An exponential–gamma mixture model for extreme Santa Ana winds Early View

  • Journal: Environmetrics
  • Authors: Gregory P. Bopp, Benjamin A. Shaby
  • Published Date: Sep 12, 2017

We analyze the behavior of extreme winds occurring in Southern California during the Santa Ana wind season using a latent mixture model. This mixture representation is formulated as a...

What Drives Fraud in a Credence Goods Market? – Evidence from a Field Study Early View

  • Journal: Oxford Bulletin of Economics and Statistics
  • Authors: Alexander Rasch, Christian Waibel
  • Published Date: Sep 12, 2017

Abstract This paper investigates the impact of competition on an expert firm's incentive to defraud its customers in a credence goods market. Controlling for the competence...

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