A review of quadratic discriminant analysis for high‐dimensional data
Overview
Yingli Qin
Published Online: May 17 2018
DOI:10.1002/wics.1434
Statistical Learning and Exploratory Methods of the Data Sciences
30 Years of space–time covariance functions
Advanced Review
Douglas Nychka, Reinhard Furrer, Emilio Porcu
Published Online: May 20 2020
DOI:10.1002/wics.1512
Adversarial machine learning for cybersecurity and computer vision: Current developments and challenges
Advanced Review
Bowei Xi
Published Online: Apr 21 2020
DOI:10.1002/wics.1511
Clustering of multivariate geostatistical data
Focus Article
Francky Fouedjio
Published Online: Mar 27 2020
DOI:10.1002/wics.1510
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
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 14 2020
DOI:10.1002/wics.1502
Model exploration using conditional visualization
Overview
Catherine B. Hurley
Published Online: Feb 07 2020
DOI:10.1002/wics.1503
Random projections: Data perturbation for classification problems
Advanced Review
Timothy I. Cannings
Published Online: Feb 05 2020
DOI:10.1002/wics.1499
Individualized inference through fusion learning
Advanced Review
Chencheng Cai, Rong Chen, Min‐ge Xie
Published Online: Jan 13 2020
DOI:10.1002/wics.1498
Particularities and commonalities of singular spectrum analysis as a method of time series analysis and signal processing
Advanced Review
Nina Golyandina
Published Online: Jan 10 2020
DOI:10.1002/wics.1487
Filtering‐based approaches for functional data classification
Advanced Review
Ci‐Ren Jiang, Lu‐Hung Chen
Published Online: Jan 06 2020
DOI:10.1002/wics.1490
Multiple testing approaches for hypotheses in integrative genomics
Advanced Review
Debashis Ghosh, Xuhong Zhang, Efrén Cruz‐Cortés, Pratyaydipta Rudra
Published Online: Dec 16 2019
DOI:10.1002/wics.1493
Tensor decomposition for dimension reduction
Advanced Review
Yu‐Hsiang Cheng, Tzee‐Ming Huang, Su‐Yun Huang
Published Online: Jul 22 2019
DOI:10.1002/wics.1482
Computation of exact probabilities associated with overlapping pattern occurrences
Focus Article
Donald E. K. Martin
Published Online: Jul 05 2019
DOI:10.1002/wics.1477
Cauchy and other shrinkage priors for logistic regression in the presence of separation
Focus Article
Joyee Ghosh
Published Online: Jun 24 2019
DOI:10.1002/wics.1478
Soft clustering
Advanced Review
Maria Brigida Ferraro, Paolo Giordani
Published Online: Jun 17 2019
DOI:10.1002/wics.1480
Nonparametric density estimation for high‐dimensional data—Algorithms and applications
Advanced Review
Zhipeng Wang, David W. Scott
Published Online: Apr 02 2019
DOI:10.1002/wics.1461
On sufficient dimension reduction for functional data: Inverse moment‐based methods
Advanced Review
Jun Song
Published Online: Mar 27 2019
DOI:10.1002/wics.1459
Distance‐based clustering of mixed data
Advanced Review
Angelos Markos, Alfonso Iodice D'Enza, Michel van de Velden
Published Online: Nov 05 2018
DOI:10.1002/wics.1456
Classification with high dimensional features
Advanced Review
Hui Zou
Published Online: Sep 21 2018
DOI:10.1002/wics.1453
A selective overview of feature screening methods with applications to neuroimaging data
Advanced Review
Jian Kang, Han Xu, Kevin He
Published Online: Sep 21 2018
DOI:10.1002/wics.1454
Aggregated inference
Advanced Review
Shanshan Cao, Xiaoming Huo
Published Online: Jul 26 2018
DOI:10.1002/wics.1451
Time series clustering and classification via frequency domain methods
Focus Article
Scott H. Holan, Nalini Ravishanker
Published Online: Jul 20 2018
DOI:10.1002/wics.1444
Bayesian latent modeling of spatio‐temporal variation in small‐area health data
Overview
Andrew B. Lawson
Published Online: Jun 29 2018
DOI:10.1002/wics.1441