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Time Series, Stochastic Processes, and Functional Data

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Volatility and dynamic dependence modeling: Review, applications, and financial risk management

Advanced Review
Chun Yin Ip, Cliff C. Y. Lo, Amanda M. Y. Chu, Mike K. P. So
Published Online: Jun 22 2021
DOI:10.1002/wics.1567

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of second‐order blind identification methods

Overview
Klaus Nordhausen, Sara Taskinen, Markus Matilainen, Yan Pan
Published Online: Feb 08 2021
DOI:10.1002/wics.1550

Abstract Full article on Wiley Online Library:   HTML | PDF
An introduction to persistent homology for time series

Primer
Nalini Ravishanker, Renjie Chen
Published Online: Feb 04 2021
DOI:10.1002/wics.1548

Abstract Full article on Wiley Online Library:   HTML | PDF
Differential equations in data analysis

Advanced Review
Itai Dattner
Published Online: Nov 30 2020
DOI:10.1002/wics.1534

Abstract Full article on Wiley Online Library:   HTML | PDF
Advances in statistical modeling of spatial extremes

Advanced Review
Raphaël Huser, Jennifer L. Wadsworth
Published Online: Nov 20 2020
DOI:10.1002/wics.1537

Abstract Full article on Wiley Online Library:   HTML | PDF
On semiparametric regression in functional data analysis

Advanced Review
Nengxiang Ling, Philippe Vieu
Published Online: Nov 17 2020
DOI:10.1002/wics.1538

Abstract Full article on Wiley Online Library:   HTML | PDF
A review study of functional autoregressive models with application to energy forecasting

Advanced Review
Ying Chen, Thorsten Koch, Kian Guan Lim, Xiaofei Xu, Nazgul Zakiyeva
Published Online: Jul 28 2020
DOI:10.1002/wics.1525

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric covariance estimation with shrinkage toward stationary models

Focus Article
Tayler A. Blake, Yoonkyung Lee
Published Online: Mar 20 2020
DOI:10.1002/wics.1507

Abstract Full article on Wiley Online Library:   HTML | PDF
Animal movement models for multiple individuals

Overview
Henry R. Scharf, Frances E. Buderman
Published Online: Mar 09 2020
DOI:10.1002/wics.1506

Abstract Full article on Wiley Online Library:   HTML | PDF
Stationary count time series models

Overview
Christian H. Weiß
Published Online: Feb 13 2020
DOI:10.1002/wics.1502

Abstract Full article on Wiley Online Library:   HTML | PDF
Particularities and commonalities of singular spectrum analysis as a method of time series analysis and signal processing

Advanced Review
Nina Golyandina
Published Online: Jan 09 2020
DOI:10.1002/wics.1487

Abstract Full article on Wiley Online Library:   HTML | PDF
An adapted vector autoregressive expectation maximization imputation algorithm for climate data networks

Advanced Review
Benjamin J. Washington, Lynne Seymour
Published Online: Dec 25 2019
DOI:10.1002/wics.1494

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
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

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
Simultaneous confidence bands for the mean of functional data

Overview
David Degras
Published Online: Mar 28 2017
DOI:10.1002/wics.1397

Abstract Full article on Wiley Online Library:   HTML | PDF
Periodic autoregressive moving average methods based on Fourier representation of periodic coefficients

Overview
Wioletta Wójtowicz, Harry Hurd, Anna E. Dudek
Published Online: Apr 27 2016
DOI:10.1002/wics.1380

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust estimation of (partial) autocorrelation

Advanced Review
Alexander Dürre, Roland Fried, Tobias Liboschik
Published Online: Mar 31 2015
DOI:10.1002/wics.1351

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

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

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
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
Covariance structure of spatial and spatiotemporal processes

Focus Article
Peter Guttorp, Alexandra M. Schmidt
Published Online: May 23 2013
DOI:10.1002/wics.1259

Abstract Full article on Wiley Online Library:   HTML | PDF
Time series factor models

Focus Article
Katherine Bennett Ensor
Published Online: Feb 07 2013
DOI:10.1002/wics.1245

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational methods for climate data

Advanced Review
Hesham El‐Askary, Mohamed Allali, Cyril Rakovski, Anup Prasad, Menas Kafatos, Daniele Struppa
Published Online: May 25 2012
DOI:10.1002/wics.1213

Abstract Full article on Wiley Online Library:   HTML | PDF
Fractal and multifractal geometry: scaling symmetry and statistics

Advanced Review
Michael Frame, William Martino
Published Online: Mar 22 2012
DOI:10.1002/wics.1207

Abstract Full article on Wiley Online Library:   HTML | PDF
Volatility forecasts evaluation and comparison

Overview
Sébastien Laurent, Francesco Violante
Published Online: Aug 22 2011
DOI:10.1002/wics.190

Abstract Full article on Wiley Online Library:   HTML | PDF
The Taguchi method

Focus Article
Amitava Mitra
Published Online: Apr 15 2011
DOI:10.1002/wics.169

Abstract Full article on Wiley Online Library:   HTML | PDF
Autoregressive processes

Overview
P. J. Brockwell
Published Online: Mar 23 2011
DOI:10.1002/wics.163

Abstract Full article on Wiley Online Library:   HTML | PDF
Software reliability

Advanced Review
Refik Soyer
Published Online: Mar 09 2011
DOI:10.1002/wics.159

Abstract Full article on Wiley Online Library:   HTML | PDF
Fractal (fractional) Brownian motion

Advanced Review
Winston C. Chow
Published Online: Jan 07 2011
DOI:10.1002/wics.142

Abstract Full article on Wiley Online Library:   HTML | PDF
Harmonic analysis

Focus Article
Steven G. Krantz
Published Online: Jan 04 2011
DOI:10.1002/wics.143

Abstract Full article on Wiley Online Library:   HTML | PDF
Transfer functions

Focus Article
Stephen Pollock
Published Online: May 25 2010
DOI:10.1002/wics.87

Abstract Full article on Wiley Online Library:   HTML | PDF
Spatio‐temporal processes

Focus Article
Jane L. Harvill
Published Online: May 25 2010
DOI:10.1002/wics.88

Abstract Full article on Wiley Online Library:   HTML | PDF
Spectral estimation

Advanced Review
Konstantinos Fokianos
Published Online: Mar 19 2010
DOI:10.1002/wics.69

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

Advanced Review
Igor Zurbenko, Wei Yang
Published Online: Jan 13 2010
DOI:10.1002/wics.64

Abstract Full article on Wiley Online Library:   HTML | PDF
Long‐range dependence

Advanced Review
Jan Beran
Published Online: Jan 08 2010
DOI:10.1002/wics.52

Abstract Full article on Wiley Online Library:   HTML | PDF
Brownian bridge

Focus Article
Winston C. Chow
Published Online: Dec 01 2009
DOI:10.1002/wics.38

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

Overview
P. J. Brockwell
Published Online: Nov 03 2009
DOI:10.1002/wics.20

Abstract Full article on Wiley Online Library:   HTML | PDF
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