Bayesian regularization: From Tikhonov to horseshoe
Advanced Review
Nicholas G. Polson, Vadim Sokolov
Published Online: Apr 23 2019
DOI:10.1002/wics.1463
Statistical Models
Computational techniques for parameter estimation of gravitational wave signals
Advanced Review
Renate Meyer, Matthew C. Edwards, Patricio Maturana‐Russel, Nelson Christensen
Published Online: Sep 21 2020
DOI:10.1002/wics.1532
Conway–Maxwell–Poisson regression models for dispersed count data
Overview
Kimberly F. Sellers, Bailey Premeaux
Published Online: Sep 13 2020
DOI:10.1002/wics.1533
Competing risks analysis for discrete time‐to‐event data
Advanced Review
Matthias Schmid, Moritz Berger
Published Online: Sep 08 2020
DOI:10.1002/wics.1529
A review of h‐likelihood and hierarchical generalized linear model
Advanced Review
Shaobo Jin, Youngjo Lee
Published Online: Aug 25 2020
DOI:10.1002/wics.1527
A review study of functional autoregressive models with application to energy forecasting
Advanced Review
Nazgul Zakiyeva, Xiaofei Xu, Kian Guan Lim, Thorsten Koch, Ying Chen
Published Online: Jul 29 2020
DOI:10.1002/wics.1525
A review of Bayesian group selection approaches for linear regression models
Advanced Review
Wei‐Ting Lai, Ray‐Bing Chen
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
Randy C. Hoover, Patrick S. Fleming, Kyle Caudle
Published Online: Feb 21 2020
DOI:10.1002/wics.1505
Stationary count time series models
Overview
Christian H. Weiß
Published Online: Feb 14 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
Hamdy Mahmoud, Byung‐Jun Kim, Wenyu Gao, Jiali Lin, Liang Shan, Inyoung Kim
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
Rahma Abid, Wagner H. Bonat, Célestin C. Kokonendji
Published Online: Jan 03 2020
DOI:10.1002/wics.1496
A review of approximate Bayesian computation methods via density estimation: Inference for simulator‐models
Overview
Clara Grazian, Yanan Fan
Published Online: Oct 29 2019
DOI:10.1002/wics.1486
Envelope methods
Overview
R. Dennis Cook
Published Online: Oct 03 2019
DOI:10.1002/wics.1484
Review of univariate and bivariate exponentiated exponential‐geometric distributions
Overview
Felix Famoye, Carl Lee
Published Online: Aug 02 2019
DOI:10.1002/wics.1481
Multiscalar genetic pathway modeling with hybrid Bayesian networks
Focus Article
Jesse D. Ziebarth, Yan Cui
Published Online: Jul 03 2019
DOI:10.1002/wics.1479
Goodness‐of‐fit testing in sparse contingency tables when the number of variables is large
Advanced Review
Mark Reiser
Published Online: Jun 09 2019
DOI:10.1002/wics.1470
Inference on variance components near boundary in linear mixed effect models
Advanced Review
Wataru Sakamoto
Published Online: Apr 25 2019
DOI:10.1002/wics.1466