WIREs Computational Statistics

Early View Articles

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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

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 )

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 )

Individualized inference through fusion learning

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

Overviews

Analyzing Markov chain Monte Carlo output

  • Author: Dootika Vats, Nathan Robertson, James M. Flegal, Galin L. Jones
  • Pub Online: Jan 29, 2020
  • DOI: 10.1002/wics.1501 (p )

Multiple and multilevel graphical models

  • Author: Inyoung Kim, Liang Shan, Jiali Lin, Wenyu Gao, Byung‐Jun Kim, Hamdy Mahmoud
  • Pub Online: Feb 03, 2020
  • DOI: 10.1002/wics.1497 (p )

Advanced Reviews

Random projections: Data perturbation for classification problems

  • Author: Timothy I. Cannings
  • Pub Online: Feb 05, 2020
  • DOI: 10.1002/wics.1499 (p )

Overviews

Model exploration using conditional visualization

  • Author: Catherine B. Hurley
  • Pub Online: Feb 07, 2020
  • DOI: 10.1002/wics.1503 (p )

Stationary count time series models

  • Author: Christian H. Weiß
  • Pub Online: Feb 14, 2020
  • DOI: 10.1002/wics.1502 (p )

Advanced Reviews

A review of flow field forecasting: A high‐dimensional forecasting procedure

  • Author: Kyle Caudle, Patrick S. Fleming, Randy C. Hoover
  • Pub Online: Feb 21, 2020
  • DOI: 10.1002/wics.1505 (p )

Overviews

Animal movement models for multiple individuals

  • Author: Henry R. Scharf, Frances E. Buderman
  • Pub Online: Mar 09, 2020
  • DOI: 10.1002/wics.1506 (p )

Advanced Reviews

Review of current advances in survival analysis and frailty models

  • Author: Usha S. Govindarajulu, Ralph B. D'Agostino
  • Pub Online: Mar 18, 2020
  • DOI: 10.1002/wics.1504 (p )
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