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Applications of Computational Statistics

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Statistical analysis of financial data with many zeros

Focus Article
Kai‐Sheng Song, Robert Kieschnick
Published Online: Jun 19 2017
DOI:10.1002/wics.1399

Abstract Full article on Wiley Online Library:   HTML | PDF
A review on the generalization of sufficient dimension reduction methods with the additional information

Focus Article
Hung Hung, Henry Horng‐Shing Lu
Published Online: May 24 2017
DOI:10.1002/wics.1401

Abstract Full article on Wiley Online Library:   HTML | PDF
Unit root tests

Advanced Review
Edward Herranz
Published Online: Apr 04 2017
DOI:10.1002/wics.1396

Abstract Full article on Wiley Online Library:   HTML | PDF
At the interface of computational linguistics and statistics

Overview
Angel Martinez, Wendy Martinez
Published Online: May 14 2015
DOI:10.1002/wics.1353

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
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
Analyzing complex mathematical model behavior by partial least squares regression‐based multivariate metamodeling

Advanced Review
Kristin Tøndel, Harald Martens
Published Online: Aug 20 2014
DOI:10.1002/wics.1325

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
Evolution of symposia on the interface of computing and statistics defines data science to be the interface

Opinion
Arnold Goodman
Published Online: Jul 25 2014
DOI:10.1002/wics.1316

Abstract Full article on Wiley Online Library:   HTML | PDF
Where do computational mathematics and computational statistics converge?

Overview
Austen C. Duffy
Published Online: Jul 12 2014
DOI:10.1002/wics.1313

Abstract Full article on Wiley Online Library:   HTML | PDF
Scientific modeling with cellular automata

Overview
Joel L. Schiff
Published Online: Apr 25 2014
DOI:10.1002/wics.1301

Abstract Full article on Wiley Online Library:   HTML | PDF
Examining missing data mechanisms via homogeneity of parameters, homogeneity of distributions, and multivariate normality

Advanced Review
Mortaza Jamshidian, Ke‐Hai Yuan
Published Online: Dec 21 2013
DOI:10.1002/wics.1287

Abstract Full article on Wiley Online Library:   HTML | PDF
Financial modeling with heavy‐tailed stable distributions

Overview
John P. Nolan
Published Online: Dec 21 2013
DOI:10.1002/wics.1286

Abstract Full article on Wiley Online Library:   HTML | PDF
Uncovering patterns of technology use in consumer health informatics

Overview
Man Hung, Jillian Conrad, Shirley D. Hon, Christine Cheng, Jeremy D. Franklin, Philip Tang
Published Online: Aug 31 2013
DOI:10.1002/wics.1276

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational solution of stochastic differential equations

Advanced Review
Timothy Sauer
Published Online: Aug 20 2013
DOI:10.1002/wics.1272

Abstract Full article on Wiley Online Library:   HTML | PDF
Sparse matrix computations with application to solve system of nonlinear equations

Advanced Review
Shahadat Hossain, Trond Steihaug
Published Online: Aug 08 2013
DOI:10.1002/wics.1269

Abstract Full article on Wiley Online Library:   HTML | PDF
Moment estimation based on quantiles

Focus Article
Haobo Ren, Weining Shen, Richard Wu, Yuhwen Soo
Published Online: Jun 25 2013
DOI:10.1002/wics.1267

Abstract Full article on Wiley Online Library:   HTML | PDF
Biometric face recognition: from classical statistics to future challenges

Advanced Review
Geof H. Givens, J. Ross Beveridge, Yui Man Lui, David S. Bolme, Bruce A. Draper, P. Jonathon Phillips
Published Online: Jun 14 2013
DOI:10.1002/wics.1262

Abstract Full article on Wiley Online Library:   HTML | PDF
Electroencephalogram‐sleep study

Focus Article
Alexandra Piryatinska
Published Online: Jun 05 2013
DOI:10.1002/wics.1261

Abstract Full article on Wiley Online Library:   HTML | PDF
Image grand tour

Advanced Review
Wendy L. Martinez
Published Online: Apr 10 2013
DOI:10.1002/wics.1253

Abstract Full article on Wiley Online Library:   HTML | PDF
Higher‐order asymptotics in finance

Overview
N. H. Chan, S. C. P. Yam
Published Online: Oct 18 2012
DOI:10.1002/wics.1234

Abstract Full article on Wiley Online Library:   HTML | PDF
Science‐based parameterizations for dynamical spatiotemporal models

Overview
William B. Leeds, Christopher K. Wikle
Published Online: Sep 18 2012
DOI:10.1002/wics.1227

Abstract Full article on Wiley Online Library:   HTML | PDF
Dominated rejection algorithms for generating random variates

Focus Article
Timothy Hall
Published Online: Sep 06 2012
DOI:10.1002/wics.1230

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistics.com at the 10‐year mark

Focus Article
Peter Bruce
Published Online: Aug 01 2012
DOI:10.1002/wics.1225

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational biology perspective: kernel methods and deep learning

Advanced Review
Huma Lodhi
Published Online: Jul 16 2012
DOI:10.1002/wics.1223

Abstract Full article on Wiley Online Library:   HTML | PDF
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