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Statistical and Graphical Methods of Data Analysis

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Variable importance in regression models

Advanced Review
Ulrike Grömping
Published Online: Feb 06 2015
DOI:10.1002/wics.1346

Abstract Full article on Wiley Online Library:   HTML | PDF
Distance‐weighted discrimination

Focus Article
J. S. Marron
Published Online: Jan 14 2015
DOI:10.1002/wics.1345

Abstract Full article on Wiley Online Library:   HTML | PDF
Visualizing large graphs

Advanced Review
Yifan Hu, Lei Shi
Published Online: Jan 12 2015
DOI:10.1002/wics.1343

Abstract Full article on Wiley Online Library:   HTML | PDF
The role of simulations in econometrics pedagogy

Focus Article
Anton Bekkerman
Published Online: Dec 02 2014
DOI:10.1002/wics.1342

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian models for functional magnetic resonance imaging data analysis

Overview
Linlin Zhang, Michele Guindani, Marina Vannucci
Published Online: Nov 04 2014
DOI:10.1002/wics.1339

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust dimension reduction

Advanced Review
Shojaeddin Chenouri, Jiaxi Liang, Christopher G. Small
Published Online: Oct 02 2014
DOI:10.1002/wics.1331

Abstract Full article on Wiley Online Library:   HTML | PDF
Volatility analysis in high‐frequency financial data

Focus Article
Yazhen Wang, Jian Zou
Published Online: Sep 26 2014
DOI:10.1002/wics.1330

Abstract Full article on Wiley Online Library:   HTML | PDF
Biplots: quantitative data

Overview
John C. Gower, Niël J. Le Roux, Sugnet Gardner‐Lubbe
Published Online: Sep 24 2014
DOI:10.1002/wics.1338

Abstract Full article on Wiley Online Library:   HTML | PDF
Variable selection using P‐splines

Advanced Review
Irène Gijbels, Anneleen Verhasselt, Inge Vrinssen
Published Online: Sep 23 2014
DOI:10.1002/wics.1327

Abstract Full article on Wiley Online Library:   HTML | PDF
Semiparametric hidden Markov models: identifiability and estimation

Advanced Review
Jörn Dannemann, Hajo Holzmann, Anna Leister
Published Online: Sep 19 2014
DOI:10.1002/wics.1326

Abstract Full article on Wiley Online Library:   HTML | PDF
Leveraging for big data regression

Focus Article
Ping Ma, Xiaoxiao Sun
Published Online: Sep 12 2014
DOI:10.1002/wics.1324

Abstract Full article on Wiley Online Library:   HTML | PDF
Frameworks for prior‐free posterior probabilistic inference

Focus Article
Chuanhai Liu, Ryan Martin
Published Online: Sep 12 2014
DOI:10.1002/wics.1329

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational finance: correlation, volatility, and markets

Advanced Review
Katherine Bennett Ensor, Ginger M. Koev
Published Online: Jul 25 2014
DOI:10.1002/wics.1323

Abstract Full article on Wiley Online Library:   HTML | PDF
Hierarchical modeling in spatial epidemiology

Overview
Andrew B. Lawson
Published Online: Jul 22 2014
DOI:10.1002/wics.1315

Abstract Full article on Wiley Online Library:   HTML | PDF
Matching and record linkage

Overview
William E. Winkler
Published Online: Jul 02 2014
DOI:10.1002/wics.1317

Abstract Full article on Wiley Online Library:   HTML | PDF
Why the Monte Carlo method is so important today

Opinion
Dirk P. Kroese, Tim Brereton, Thomas Taimre, Zdravko I. Botev
Published Online: Jun 20 2014
DOI:10.1002/wics.1314

Abstract Full article on Wiley Online Library:   HTML | PDF
Estimation of variances and covariances for high‐dimensional data: a selective review

Advanced Review
Tiejun Tong, Cheng Wang, Yuedong Wang
Published Online: Jun 17 2014
DOI:10.1002/wics.1308

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian structural equation model

Overview
Sik‐Yum Lee, Xin‐Yuan Song
Published Online: Jun 16 2014
DOI:10.1002/wics.1311

Abstract Full article on Wiley Online Library:   HTML | PDF
Applying statistical thinking to ‘Big Data’ problems

Advanced Review
Roger W. Hoerl, Ronald D. Snee, Richard D. De Veaux
Published Online: Jun 13 2014
DOI:10.1002/wics.1306

Abstract Full article on Wiley Online Library:   HTML | PDF
An Overview of Stochastic Approximation Monte Carlo

Overview
Faming Liang
Published Online: Jun 09 2014
DOI:10.1002/wics.1305

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric regression with missing data

Focus Article
Sam Efromovich
Published Online: May 20 2014
DOI:10.1002/wics.1303

Abstract Full article on Wiley Online Library:   HTML | PDF
Bias in parametric estimation: reduction and useful side‐effects

Advanced Review
Ioannis Kosmidis
Published Online: Mar 25 2014
DOI:10.1002/wics.1296

Abstract Full article on Wiley Online Library:   HTML | PDF
Tessellation

Focus Article
Daisy Phillips
Published Online: Mar 25 2014
DOI:10.1002/wics.1298

Abstract Full article on Wiley Online Library:   HTML | PDF
Variable selection using Lq penalties

Advanced Review
Xingye Qiao
Published Online: Mar 20 2014
DOI:10.1002/wics.1299

Abstract Full article on Wiley Online Library:   HTML | PDF
Visualizing singular value decomposition

Focus Article
Lingsong Zhang, Yao Wang
Published Online: Mar 14 2014
DOI:10.1002/wics.1295

Abstract Full article on Wiley Online Library:   HTML | PDF
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