WIREs Computational Statistics

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Advanced Reviews

30 Years of space–time covariance functions

  • Author: Douglas Nychka, Reinhard Furrer, Emilio Porcu
  • Pub Online: May 20, 2020
  • DOI: 10.1002/wics.1512 (p )

Advance of the sufficient dimension reduction

  • Author: Weiqiang Hang, Yingcun Xia
  • Pub Online: Jun 03, 2020
  • DOI: 10.1002/wics.1516 (p )

Deep learning: Computational aspects

  • Author: Vadim Sokolov, Nicholas Polson
  • Pub Online: Jun 09, 2020
  • DOI: 10.1002/wics.1500 (p )

Parallel computing with R: A brief review

  • Author: Dirk Eddelbuettel
  • Pub Online: Jun 15, 2020
  • DOI: 10.1002/wics.1515 (p )

Aggregating predictions from experts: A review of statistical methods, experiments, and applications

  • Author: Nicholas G. Reich, Graham C. Gibson, Nutcha Wattanachit, Thomas McAndrew
  • Pub Online: Jun 16, 2020
  • DOI: 10.1002/wics.1514 (p )

A review of Bayesian group selection approaches for linear regression models

  • Author: Wei‐Ting Lai, Ray‐Bing Chen
  • Pub Online: Jun 29, 2020
  • DOI: 10.1002/wics.1513 (p )

Robust linear regression for high‐dimensional data: An overview

  • Author: Klaus Nordhausen, Peter Filzmoser
  • Pub Online: Jul 08, 2020
  • DOI: 10.1002/wics.1524 (p )

Bayesian spatial and spatiotemporal models based on multiscale factorizations

  • Author: Marco A. R. Ferreira
  • Pub Online: Mar 18, 2020
  • DOI: 10.1002/wics.1509 (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 )

Focus Articles

Bayesian multiple comparisons and model selection

  • Author: Andrew A. Neath, Javier E. Flores, Joseph E. Cavanaugh
  • Pub Online: Nov 17, 2017
  • DOI: 10.1002/wics.1420 (p )
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