Statistical methods for complex event processing and real time decision making
Overview
Patrick H. Tendick, Lorraine Denby, Wen‐Hua Ju
Published Online: Nov 23 2015
DOI:10.1002/wics.1372
Statistical Learning and Exploratory Methods of the Data Sciences
Tensor decomposition for dimension reduction
Advanced Review
Su‐Yun Huang, Tzee‐Ming Huang, Yu‐Hsiang Cheng
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
Paolo Giordani, Maria Brigida Ferraro
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
Michel van de Velden, Alfonso Iodice D'Enza, Angelos Markos
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
Kevin He, Han Xu, Jian Kang
Published Online: Sep 21 2018
DOI:10.1002/wics.1454
Aggregated inference
Advanced Review
Xiaoming Huo, Shanshan Cao
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
A review of quadratic discriminant analysis for high‐dimensional data
Overview
Yingli Qin
Published Online: May 17 2018
DOI:10.1002/wics.1434
Constructing support vector machines with missing data
Focus Article
Michael C. Wu, Donglin Zeng, Thomas G. Stewart
Published Online: Mar 25 2018
DOI:10.1002/wics.1430
In defense of Pratt's variable importance axioms: A response to Gromping
Focus Article
D. Roland Thomas, Ernest Kwan, Bruno D. Zumbo
Published Online: Mar 25 2018
DOI:10.1002/wics.1433
Gini autocovariance function used for time series with heavy‐tail distributions
Focus Article
Marcel D. Carcea
Published Online: Jan 21 2018
DOI:10.1002/wics.1428
Kernel‐based measures of association
Overview
Tian Zheng, Victor de la Pena, Ying Liu
Published Online: Jan 04 2018
DOI:10.1002/wics.1422
Minimum covariance determinant and extensions
Advanced Review
Peter J. Rousseeuw, Michiel Debruyne, Mia Hubert
Published Online: Dec 22 2017
DOI:10.1002/wics.1421
Hierarchical clustering for histogram data
Advanced Review
Jaejik Kim, L. Billard
Published Online: Aug 10 2017
DOI:10.1002/wics.1405
Optimal experimental design that targets meaningful information
Focus Article
Jonathan Stallings, J. P. Morgan
Published Online: Feb 01 2017
DOI:10.1002/wics.1393
Thinking by classes in data science: the symbolic data analysis paradigm
Overview
Edwin Diday
Published Online: Aug 19 2016
DOI:10.1002/wics.1384
The top‐K tau‐path screen for monotone association in subpopulations
Overview
Srinath Sampath, Adriano Caloiaro, Wayne Johnson, Joseph S. Verducci
Published Online: Jun 30 2016
DOI:10.1002/wics.1382
Periodic autoregressive moving average methods based on Fourier representation of periodic coefficients
Overview
Anna E. Dudek, Harry Hurd, Wioletta Wójtowicz
Published Online: Apr 27 2016
DOI:10.1002/wics.1380
A survey on Neyman‐Pearson classification and suggestions for future research
Advanced Review
Xin Tong, Yang Feng, Anqi Zhao
Published Online: Feb 26 2016
DOI:10.1002/wics.1376