Statistical Analysis and Data Mining

Table of Contents

Statistical Analysis and Data Mining - Early View 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 )

Research Articles

Optimization and testing in linear non‐Gaussian component analysis

  • Author: Ze Jin, Benjamin B. Risk, David S. Matteson
  • Pub Online: Mar 01, 2019
  • DOI: 10.1002/sam.11403 (p )

On relationship formation in heterogeneous information networks: An inferring method based on multilabel learning

  • Author: Ke‐Jia Chen, Hao Lu, Yun Li, Bin Liu
  • Pub Online: Mar 04, 2019
  • DOI: 10.1002/sam.11405 (p )

Pruning variable selection ensembles

  • Author: Chunxia Zhang, Yilei Wu, Mu Zhu
  • Pub Online: Mar 08, 2019
  • DOI: 10.1002/sam.11410 (p )


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

Spatial modeling of brain connectivity data via latent distance models with nodes clustering

  • Author: Emanuele Aliverti, Daniele Durante
  • Pub Online: Apr 11, 2019
  • DOI: 10.1002/sam.11412 (p )

Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments†

  • Author: Lu Zhang, Abhirup Datta, Sudipto Banerjee
  • Pub Online: Apr 23, 2019
  • DOI: 10.1002/sam.11413 (p )


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 )
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