Statistical Analysis and Data Mining: The ASA Data Science Journal

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 )

Tree aggregation for random forest class probability estimation

  • Author: Dan Nettleton, Ulrike Genschel, Andrew J. Sage
  • Pub Online: Jan 02, 2020
  • DOI: 10.1002/sam.11446 (p )


A flexible procedure for mixture proportion estimation in positive‐unlabeled learning

  • Author: Zhenfeng Lin, James P. Long
  • Pub Online: Jan 11, 2020
  • DOI: 10.1002/sam.11447 (p )

Research Articles

Hybrid dynamic learning mechanism for multivariate time series segmentation

  • Author: Ling Wang, Kang Li, Qian Ma, YanRong Lu
  • Pub Online: Jan 25, 2020
  • DOI: 10.1002/sam.11448 (p )

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 )


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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