Statistical Analysis and Data Mining: The ASA Data Science Journal

Table of Contents

Statistical Analysis and Data Mining - Early View Articles

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ORIGINAL ARTICLES

Dissimilarity measure for ranking data via mixture of copulae

  • Author: Andrea Bonanomi, Marta Nai Ruscone, Silvia A. Osmetti
  • Pub Online: Feb 04, 2019
  • DOI: 10.1002/sam.11402 (p )

RESAERCH ARTICLES

Online detection of financial time series peaks and troughs: A probability‐based approach

  • Author: Riccardo Bramante, Silvia Facchinetti, Diego Zappa
  • Pub Online: Mar 18, 2019
  • DOI: 10.1002/sam.11411 (p )

Research Articles

Optimal transport, mean partition, and uncertainty assessment in cluster analysis

  • Author: Jia Li, Beomseok Seo, Lin Lin
  • Pub Online: May 14, 2019
  • DOI: 10.1002/sam.11418 (p )

Multilevel logistic cluster‐weighted model for outcome evaluation in health care

  • Author: Paolo Berta, Veronica Vinciotti
  • Pub Online: Jun 06, 2019
  • DOI: 10.1002/sam.11421 (p )

Bayesian variable selection for logistic regression

  • Author: Yiqing Tian, Howard D. Bondell, Alyson Wilson
  • Pub Online: Jun 27, 2019
  • DOI: 10.1002/sam.11428 (p )

An empirical Bayes approach for learning directed acyclic graph using MCMC algorithm

  • Author: Vahid Rezaei Tabar, Hamid Zareifard, Selva Salimi, Dariusz Plewczynski
  • Pub Online: Jul 17, 2019
  • DOI: 10.1002/sam.11430 (p )

Sequential optimal positioning of mobile sensors using mutual information

  • Author: Kathleen Schmidt, Ralph C. Smith, Jason Hite, John Mattingly, Yousry Azmy, Deepak Rajan, Ryan Goldhahn
  • Pub Online: Jul 19, 2019
  • DOI: 10.1002/sam.11431 (p )

A Bayesian structural equation model in general pedigree data analysis

  • Author: Mahdi Akbarzadeh, Abbas Moghimbeigi, Nathan Morris, Maryam S. Daneshpour, Hossein Mahjub, Ali Reza Soltanian
  • Pub Online: Jul 24, 2019
  • DOI: 10.1002/sam.11434 (p )

Making social networks more human: A topological approach

  • Author: Jonathan W. Berry, Cynthia A. Phillips, Jared Saia
  • Pub Online: Jul 24, 2019
  • DOI: 10.1002/sam.11420 (p )

Gaussian mixture models as automated particle classifiers for fast neutron detectors

  • Author: Brenton Blair, Cliff Chen, Andrew Glenn, Alan Kaplan, Jaime Ruz, Lance Simms, Ron Wurtz
  • Pub Online: Jul 25, 2019
  • DOI: 10.1002/sam.11432 (p )

A sparse Gaussian sigmoid basis function approximation of hyperspectral data for detection of solids

  • Author: Cory Lanker, Milton O. Smith
  • Pub Online: Jul 30, 2019
  • DOI: 10.1002/sam.11433 (p )

Parameter inference with deep jointly informed neural networks

  • Author: Kelli D. Humbird, J. Luc Peterson, Ryan G. McClarren
  • Pub Online: Aug 01, 2019
  • DOI: 10.1002/sam.11435 (p )

A hybrid deep learning architecture for classification of microscopic damage on National Ignition Facility laser optics

  • Author: W. Philip Kegelmeyer, Laura M. Kegelmeyer, Connor Amorin
  • Pub Online: Sep 09, 2019
  • DOI: 10.1002/sam.11437 (p )

Forecasting basketball players' performance using sparse functional data

  • Author: Guillermo Vinué, Irene Epifanio
  • Pub Online: Sep 09, 2019
  • DOI: 10.1002/sam.11436 (p )

ORIGINAL ARTICLES

Comparative study of clustering techniques for real‐time dynamic model reduction

  • Author: Emilie Purvine, Eduardo Cotilla‐Sanchez, Mahantesh Halappanavar, Zhenyu Huang, Guang Lin, Shuai Lu, Shaobu Wang
  • Pub Online: Aug 24, 2017
  • DOI: 10.1002/sam.11352 (p )
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