A review of approximate Bayesian computation methods via density estimation: Inference for simulator‐models
Overview
Yanan Fan, Clara Grazian
Published Online: Oct 29 2019
DOI:10.1002/wics.1486
Statistical Models
Ordinal regression: A review and a taxonomy of models
Advanced Review
Gerhard Tutz
Published Online: Jan 12 2021
DOI:10.1002/wics.1545
Zero‐inflated modeling part II: Zero‐inflated models for complex data structures
Advanced Review
Derek S. Young, Eric S. Roemmele, Xuan Shi
Published Online: Dec 18 2020
DOI:10.1002/wics.1540
Genome‐wide prediction of chromatin accessibility based on gene expression
Focus Article
Weiqiang Zhou, Hongkai Ji
Published Online: Dec 18 2020
DOI:10.1002/wics.1544
Zero‐inflated modeling part I: Traditional zero‐inflated count regression models, their applications, and computational tools
Advanced Review
Derek S. Young, Eric S. Roemmele, Peng Yeh
Published Online: Dec 15 2020
DOI:10.1002/wics.1541
Differential equations in data analysis
Advanced Review
Itai Dattner
Published Online: Dec 01 2020
DOI:10.1002/wics.1534
On semiparametric regression in functional data analysis
Advanced Review
Nengxiang Ling, Philippe Vieu
Published Online: Nov 18 2020
DOI:10.1002/wics.1538
Computational techniques for parameter estimation of gravitational wave signals
Advanced Review
Renate Meyer, Matthew C. Edwards, Patricio Maturana‐Russel, Nelson Christensen
Published Online: Sep 20 2020
DOI:10.1002/wics.1532
Conway–Maxwell–Poisson regression models for dispersed count data
Overview
Bailey Premeaux, Kimberly F. Sellers
Published Online: Sep 13 2020
DOI:10.1002/wics.1533
Competing risks analysis for discrete time‐to‐event data
Advanced Review
Moritz Berger, Matthias Schmid
Published Online: Sep 08 2020
DOI:10.1002/wics.1529
A review of h‐likelihood and hierarchical generalized linear model
Advanced Review
Youngjo Lee, Shaobo Jin
Published Online: Aug 25 2020
DOI:10.1002/wics.1527
A review study of functional autoregressive models with application to energy forecasting
Advanced Review
Ying Chen, Thorsten Koch, Kian Guan Lim, Xiaofei Xu, Nazgul Zakiyeva
Published Online: Jul 29 2020
DOI:10.1002/wics.1525
A review of Bayesian group selection approaches for linear regression models
Advanced Review
Ray‐Bing Chen, Wei‐Ting Lai
Published Online: Jun 29 2020
DOI:10.1002/wics.1513
Advance of the sufficient dimension reduction
Advanced Review
Weiqiang Hang, Yingcun Xia
Published Online: Jun 03 2020
DOI:10.1002/wics.1516
Differential network analysis: A statistical perspective
Advanced Review
Ali Shojaie
Published Online: Apr 06 2020
DOI:10.1002/wics.1508
Bayesian spatial and spatiotemporal models based on multiscale factorizations
Advanced Review
Marco A. R. Ferreira
Published Online: Mar 18 2020
DOI:10.1002/wics.1509
Review of current advances in survival analysis and frailty models
Advanced Review
Usha S. Govindarajulu, Ralph B. D'Agostino
Published Online: Mar 17 2020
DOI:10.1002/wics.1504
Animal movement models for multiple individuals
Overview
Henry R. Scharf, Frances E. Buderman
Published Online: Mar 09 2020
DOI:10.1002/wics.1506
A review of flow field forecasting: A high‐dimensional forecasting procedure
Advanced Review
Kyle Caudle, Patrick S. Fleming, Randy C. Hoover
Published Online: Feb 21 2020
DOI:10.1002/wics.1505
Stationary count time series models
Overview
Christian H. Weiß
Published Online: Feb 13 2020
DOI:10.1002/wics.1502
Random projections: Data perturbation for classification problems
Advanced Review
Timothy I. Cannings
Published Online: Feb 05 2020
DOI:10.1002/wics.1499
Multiple and multilevel graphical models
Overview
Inyoung Kim, Liang Shan, Jiali Lin, Wenyu Gao, Byung‐Jun Kim, Hamdy Mahmoud
Published Online: Feb 03 2020
DOI:10.1002/wics.1497
Analyzing Markov chain Monte Carlo output
Overview
Dootika Vats, Nathan Robertson, James M. Flegal, Galin L. Jones
Published Online: Jan 28 2020
DOI:10.1002/wics.1501
Nonparametric volatility prediction
Focus Article
Jussi Klemelä
Published Online: Jan 07 2020
DOI:10.1002/wics.1491
Tweedie regression models and its geometric sums for (semi‐)continuous data
Advanced Review
Célestin C. Kokonendji, Wagner H. Bonat, Rahma Abid
Published Online: Jan 02 2020
DOI:10.1002/wics.1496