WIREs Computational Statistics

Early View Articles

Advanced Reviews

On sufficient dimension reduction for functional data: Inverse moment‐based methods

  • Author: Jun Song
  • Pub Online: Mar 27, 2019
  • DOI: 10.1002/wics.1459 (p )

Nonparametric density estimation for high‐dimensional data—Algorithms and applications

  • Author: Zhipeng Wang, David W. Scott
  • Pub Online: Apr 02, 2019
  • DOI: 10.1002/wics.1461 (p )

Multiple and multiway correspondence analysis

  • Author: Eric J. Beh, Rosaria Lombardo
  • Pub Online: Apr 08, 2019
  • DOI: 10.1002/wics.1464 (p )

Insurance risk assessment in the face of climate change: Integrating data science and statistics

  • Author: Vyacheslav Lyubchich, Nathaniel K. Newlands, Azar Ghahari, Tahir Mahdi, Yulia R. Gel
  • Pub Online: Apr 17, 2019
  • DOI: 10.1002/wics.1462 (p )

Recent advances in hyperspectral imaging for melanoma detection

  • Author: Thomas Haugland Johansen, Kajsa Møllersen, Samuel Ortega, Himar Fabelo, Aday Garcia, Gustavo M. Callico, Fred Godtliebsen
  • Pub Online: Apr 22, 2019
  • DOI: 10.1002/wics.1465 (p )

Bayesian regularization: From Tikhonov to horseshoe

  • Author: Nicholas G. Polson, Vadim Sokolov
  • Pub Online: Apr 23, 2019
  • DOI: 10.1002/wics.1463 (p )

Inference on variance components near boundary in linear mixed effect models

  • Author: Wataru Sakamoto
  • Pub Online: Apr 25, 2019
  • DOI: 10.1002/wics.1466 (p )

Overviews

Statistical analysis of fMRI using wavelets: Big Data, denoising, large‐p‐small‐n matrices

  • Author: Sam Efromovich
  • Pub Online: May 17, 2019
  • DOI: 10.1002/wics.1467 (p )

Focus Articles

High‐dimensional covariance estimation for Gaussian directed acyclic graph models with given order

  • Author: Jerome Taylor, Kshitij Khare
  • Pub Online: May 22, 2019
  • DOI: 10.1002/wics.1468 (p )

Overviews

Modern perspectives on statistics for spatio‐temporal data

  • Author: Christopher K. Wikle
  • Pub Online: Nov 20, 2014
  • DOI: 10.1002/wics.1341 (p )

Focus Articles

The role of simulations in econometrics pedagogy

  • Author: Anton Bekkerman
  • Pub Online: Dec 02, 2014
  • DOI: 10.1002/wics.1342 (p )

Advanced Reviews

Variable selection in the presence of missing data: imputation‐based methods

  • Author: Yize Zhao, Qi Long
  • Pub Online: May 24, 2017
  • DOI: 10.1002/wics.1402 (p )

A survey on theoretical advances of community detection in networks

  • Author: Yunpeng Zhao
  • Pub Online: Jun 14, 2017
  • DOI: 10.1002/wics.1403 (p )

Developments in pseudo‐random number generators

  • Author: Lih‐Yuan Deng, Dale Bowman
  • Pub Online: Aug 08, 2017
  • DOI: 10.1002/wics.1404 (p )

Hierarchical clustering for histogram data

  • Author: L. Billard, Jaejik Kim
  • Pub Online: Aug 10, 2017
  • DOI: 10.1002/wics.1405 (p )
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