WIREs Computational Statistics

Table of Contents

WIREs Computational Statistics - Early View Articles

Advanced Reviews

Tensor decomposition for dimension reduction

  • Author: Yu‐Hsiang Cheng, Tzee‐Ming Huang, Su‐Yun Huang
  • Pub Online: Jul 22, 2019
  • DOI: 10.1002/wics.1482 (p )

Overviews

Review of univariate and bivariate exponentiated exponential‐geometric distributions

  • Author: Felix Famoye, Carl Lee
  • Pub Online: Aug 02, 2019
  • DOI: 10.1002/wics.1481 (p )

Envelope methods

  • Author: R. Dennis Cook
  • Pub Online: Oct 03, 2019
  • DOI: 10.1002/wics.1484 (p )

Advanced Reviews

High‐dimensional covariance matrix estimation

  • Author: Clifford Lam
  • Pub Online: Oct 23, 2019
  • DOI: 10.1002/wics.1485 (p )

Nonparametric curve estimation and bootstrap bandwidth selection

  • Author: Inés Barbeito, Ricardo Cao
  • Pub Online: Oct 27, 2019
  • DOI: 10.1002/wics.1488 (p )

Overviews

A review of approximate Bayesian computation methods via density estimation: Inference for simulator‐models

  • Author: Clara Grazian, Yanan Fan
  • Pub Online: Oct 29, 2019
  • DOI: 10.1002/wics.1486 (p )

Advanced Reviews

Robust nonparametric regression: A review

  • Author: Pavel Čížek, Serhan Sadıkoğlu
  • Pub Online: Dec 13, 2019
  • DOI: 10.1002/wics.1492 (p )

Multiple testing approaches for hypotheses in integrative genomics

  • Author: Pratyaydipta Rudra, Efrén Cruz‐Cortés, Xuhong Zhang, Debashis Ghosh
  • Pub Online: Dec 16, 2019
  • DOI: 10.1002/wics.1493 (p )

An adapted vector autoregressive expectation maximization imputation algorithm for climate data networks

  • Author: Benjamin J. Washington, Lynne Seymour
  • Pub Online: Dec 26, 2019
  • DOI: 10.1002/wics.1494 (p )

On nonparametric conditional independence tests for continuous variables

  • Author: Chun Li, Xiaodan Fan
  • Pub Online: Dec 27, 2019
  • DOI: 10.1002/wics.1489 (p )

Tweedie regression models and its geometric sums for (semi‐)continuous data

  • Author: Célestin C. Kokonendji, Wagner H. Bonat, Rahma Abid
  • Pub Online: Jan 03, 2020
  • DOI: 10.1002/wics.1496 (p )

Filtering‐based approaches for functional data classification

  • Author: Ci‐Ren Jiang, Lu‐Hung Chen
  • Pub Online: Jan 06, 2020
  • DOI: 10.1002/wics.1490 (p )

Focus Articles

Nonparametric volatility prediction

  • Author: Jussi Klemelä
  • Pub Online: Jan 08, 2020
  • DOI: 10.1002/wics.1491 (p )

Advanced Reviews

Individualized inference through fusion learning

  • Author: Chencheng Cai, Min‐ge Xie, Rong Chen
  • Pub Online: Jan 13, 2020
  • DOI: 10.1002/wics.1498 (p )
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