Statistical Analysis and Data Mining

Early View Articles

Research Articles

Two‐sample test based on classification probability

  • Author: Haiyan Cai, Bryan Goggin, Qingtang Jiang
  • Pub Online: Oct 09, 2019
  • DOI: 10.1002/sam.11438 (p )

The spatially conscious machine learning model

  • Author: Timothy J. Kiely, Nathaniel D. Bastian
  • Pub Online: Nov 06, 2019
  • DOI: 10.1002/sam.11440 (p )

Neural network for univariate and multivariate nonlinearity tests

  • Author: Shapour Mohammadi
  • Pub Online: Nov 18, 2019
  • DOI: 10.1002/sam.11441 (p )

Weighted linear programming discriminant analysis for high‐dimensional binary classification

  • Author: Guan Yu, Yufei Wu
  • Pub Online: Jul 04, 2020
  • DOI: 10.1002/sam.11473 (p )

RAPID RESEARCH ARTICLES

Data‐driven dimension reduction in functional principal component analysis identifying the change‐point in functional data

  • Author: Buddhananda Banerjee, Arnab K. Laha, Arjun Lakra
  • Pub Online: Jul 06, 2020
  • DOI: 10.1002/sam.11471 (p )

Research Articles

Space‐efficient estimation of empirical tail dependence coefficients for bivariate data streams

  • Author: Kaushik Jana, Alastair Gregory
  • Pub Online: Nov 21, 2019
  • DOI: 10.1002/sam.11439 (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 )

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