Statistical Analysis and Data Mining: The ASA Data Science Journal

Early View Articles

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 )

Research Articles

Materials data analytics for 9% Cr family steel

  • Author: Vyacheslav N. Romanov, Narayanan Krishnamurthy, Amit K. Verma, Laura S. Bruckman, Roger H. French, Jennifer L.W. Carter, Jeffrey A. Hawk
  • Pub Online: Feb 15, 2019
  • DOI: 10.1002/sam.11406 (p )

How to Host An Effective Data Competition: Statistical Advice for Competition Design and Analysis

  • Author: Christine M. Anderson‐Cook, Kary L. Myers, Lu Lu, Michael L. Fugate, Kevin R. Quinlan, Norma Pawley
  • Pub Online: Feb 15, 2019
  • DOI: 10.1002/sam.11404 (p )

Research Article

Nonnegative tensor decomposition with custom clustering for microphase separation of block copolymers

  • Author: Boian S. Alexandrov, Valentin G. Stanev, Velimir V. Vesselinov, Kim Ø. Rasmussen
  • Pub Online: Feb 19, 2019
  • DOI: 10.1002/sam.11407 (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 )

Joining statistics and geophysics for assessment and uncertainty quantification of three‐dimensional seismic Earth models

  • Author: Carène Larmat, Monica Maceira, David M. Higdon, Dale N. Anderson
  • Pub Online: Aug 29, 2017
  • DOI: 10.1002/sam.11353 (p )

Clustering over‐dispersed data with mixed feature types

  • Author: Lu Wang, Dongxiao Zhu, Ming Dong
  • Pub Online: Jan 10, 2018
  • DOI: 10.1002/sam.11369 (p )

Sparse estimation of multivariate Poisson log‐normal models from count data

  • Author: Hao Wu, Xinwei Deng, Naren Ramakrishnan
  • Pub Online: Jan 10, 2018
  • DOI: 10.1002/sam.11370 (p )

Informative priors in Bayesian inference and computation

  • Author: Shirin Golchi
  • Pub Online: Jan 19, 2018
  • DOI: 10.1002/sam.11371 (p )

Informative priors in Bayesian inference and computation

  • Author: Shirin Golchi
  • Pub Online: Jan 19, 2018
  • DOI: 10.1002/sam.11371 (p )

Sparse linear discriminant analysis in structured covariates space

  • Author: Sandra E. Safo, Qi Long
  • Pub Online: Apr 18, 2018
  • DOI: 10.1002/sam.11376 (p )

Robust variable screening for regression using factor profiling

  • Author: Yixin Wang, Stefan Van Aelst
  • Pub Online: Dec 11, 2018
  • DOI: 10.1002/sam.11397 (p )

Elastic functional principal component regression

  • Author: J. Derek Tucker, John R. Lewis, Anuj Srivastava
  • Pub Online: Dec 14, 2018
  • DOI: 10.1002/sam.11399 (p )

Anomalous cluster detection in spatiotemporal meteorological fields

  • Author: Bharathkumar Ramachandra, Benjamin Dutton, Ranga Raju Vatsavai
  • Pub Online: Dec 26, 2018
  • DOI: 10.1002/sam.11398 (p )

Predicting historical indoor temperatures from available local weather data

  • Author: Jeanette J. Varela, Christine M. Anderson‐Cook, Brian P. Weaver, Lawrence O. Ticknor, Cary B. Skidmore
  • Pub Online: Dec 26, 2018
  • DOI: 10.1002/sam.11400 (p )

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