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Statistical and Graphical Methods of Data Analysis

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Analysis of shape data: From landmarks to elastic curves

Overview
Karthik Bharath, Sebastian Kurtek
Published Online: Jan 17 2020
DOI:10.1002/wics.1495

Abstract Full article on Wiley Online Library:   HTML | PDF
Individualized inference through fusion learning

Advanced Review
Rong Chen, Min‐ge Xie, Chencheng Cai
Published Online: Jan 13 2020
DOI:10.1002/wics.1498

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric volatility prediction

Focus Article
Jussi Klemelä
Published Online: Jan 08 2020
DOI:10.1002/wics.1491

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
Tweedie regression models and its geometric sums for (semi‐)continuous data

Advanced Review
Célestin C. Kokonendji, Wagner H. Bonat, Rahma Abid
Published Online: Jan 03 2020
DOI:10.1002/wics.1496

Abstract Full article on Wiley Online Library:   HTML | PDF
On nonparametric conditional independence tests for continuous variables

Advanced Review
Chun Li, Xiaodan Fan
Published Online: Dec 27 2019
DOI:10.1002/wics.1489

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust nonparametric regression: A review

Advanced Review
Pavel Čížek, Serhan Sadıkoğlu
Published Online: Dec 13 2019
DOI:10.1002/wics.1492

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric curve estimation and bootstrap bandwidth selection

Advanced Review
Inés Barbeito, Ricardo Cao
Published Online: Oct 28 2019
DOI:10.1002/wics.1488

Abstract Full article on Wiley Online Library:   HTML | PDF
High‐dimensional covariance matrix estimation

Advanced Review
Clifford Lam
Published Online: Oct 23 2019
DOI:10.1002/wics.1485

Abstract Full article on Wiley Online Library:   HTML | PDF
Envelope methods

Overview
R. Dennis Cook
Published Online: Oct 03 2019
DOI:10.1002/wics.1484

Abstract Full article on Wiley Online Library:   HTML | PDF
Analysis of ranking data

Advanced Review
Philip L. H. Yu, Jiaqi Gu, Hang Xu
Published Online: Aug 06 2019
DOI:10.1002/wics.1483

Abstract Full article on Wiley Online Library:   HTML | PDF
Tensor decomposition for dimension reduction

Advanced Review
Yu‐Hsiang Cheng, Tzee‐Ming Huang, Su‐Yun Huang
Published Online: Jul 23 2019
DOI:10.1002/wics.1482

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiscalar genetic pathway modeling with hybrid Bayesian networks

Focus Article
Yan Cui, Jesse D. Ziebarth
Published Online: Jul 03 2019
DOI:10.1002/wics.1479

Abstract Full article on Wiley Online Library:   HTML | PDF
Soft clustering

Advanced Review
Maria Brigida Ferraro, Paolo Giordani
Published Online: Jun 17 2019
DOI:10.1002/wics.1480

Abstract Full article on Wiley Online Library:   HTML | PDF
Matrix completion from a computational statistics perspective

Advanced Review
Eric C. Chi, Tianxi Li
Published Online: Jun 09 2019
DOI:10.1002/wics.1469

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
High‐dimensional covariance estimation for Gaussian directed acyclic graph models with given order

Focus Article
Jerome Taylor, Kshitij Khare
Published Online: May 22 2019
DOI:10.1002/wics.1468

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian regularization: From Tikhonov to horseshoe

Advanced Review
Nicholas G. Polson, Vadim Sokolov
Published Online: Apr 23 2019
DOI:10.1002/wics.1463

Abstract Full article on Wiley Online Library:   HTML | PDF
Insurance risk assessment in the face of climate change: Integrating data science and statistics

Advanced Review
Vyacheslav Lyubchich, Nathaniel K. Newlands, Azar Ghahari, Tahir Mahdi, Yulia R. Gel
Published Online: Apr 17 2019
DOI:10.1002/wics.1462

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiple and multiway correspondence analysis

Advanced Review
Eric J. Beh, Rosaria Lombardo
Published Online: Apr 08 2019
DOI:10.1002/wics.1464

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
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