Nina Golyandina received her MSc and Ph D degrees in mathematics from St. Petersburg State University, Russia, in 1985 and 1998, respectively. She began working at the same university in 1985, where she is currently an Associate Professor of Statistical Modeling. Her main research interests are in statistical modeling and applied statistics, especially time series investigation by means of singular spectrum analysis. Dr. Golyandina is the coauthor of 2 monographs on singular spectrum analysis and of more than 30 research papers in refereed journals related to applied probability and statistics.
Anton Korobeynikov received his MSc and Ph D degrees in applied mathematics from St. Petersburg State University, Russia, in 2007 and 2010, respectively. He began working at St. Petersburg State University in 2007, where he currently holds the position of Associate Professor of Statistical Modeling. Dr. Korobeynikov’s main research interests include computational and appliedstatistics, including time series analysis, efficient implementation of algorithms of computational statistics, and probabilistic methods in bioinformatics. He is the original author of the R-package Rssa for singular spectrum analysis.
Anatoly Zhigljavsky graduated from the Faculty of Mathematics, St. Petersburg State University, in 1976. He received his Ph D in applied probability in 1981 and was a Professor of Statistics at the same university from 1989 to 1997. Since 1997 he has been a Professor and Chair of Statistics at Cardiff University. Anatoly Zhigljavsky is the author or co-author of 9 monographs on the topics of SSA for time series analysis, stochastic global optimization, optimal experimental design and dynamical systems; he is the editor/co-editor of 8 books on various topics and the author of over 150 research papers in peer-reviewed journals. He has organized several major conferences on time series analysis, experimental design and global optimization, and serves on the editorial board of two journals: Journal of Global Optimization, and Statistics and Its Interface. He is also the director of the Centre for Optimisation and Its Applications at Cardiff University.
8 E-böcker av Anatoly Zhigljavsky
Anatoly Zhigljavsky & Antanasz Zilinskas: Stochastic Global Optimization
This book aims to cover major methodological and theoretical developments in the ?eld of stochastic global optimization. This ?eld includes global random search and methods based on probabilistic ass …
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Engelska
€96.29
Luc Pronzato & Anatoly Zhigljavsky: Optimal Design and Related Areas in Optimization and Statistics
The present volume is a collective monograph devoted to applications of the optimal design theory in optimization and statistics. The chapters re?ect the topics discussed at the workshop “W-Optimum D …
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Engelska
€96.29
Panos M. Pardalos & Anatoly Zhigljavsky: Advances in Stochastic and Deterministic Global Optimization
Current research results in stochastic and deterministic global optimization including single and multiple objectives are explored and presented in this book by leading specialists from various field …
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Engelska
€96.29
Nina Golyandina & Anatoly Zhigljavsky: Singular Spectrum Analysis for Time Series
Singular spectrum analysis (SSA) is a technique of time series analysis and forecasting combining elements of classical time series analysis, multivariate statistics, multivariate geometry, dynamical …
PDF
Engelska
€58.84
Nina Golyandina & Anton Korobeynikov: Singular Spectrum Analysis with R
This comprehensive and richly illustrated volume provides up-to-date material on Singular Spectrum Analysis (SSA). SSA is a well-known methodology for the analysis and forecasting of time series. Sin …
PDF
Engelska
€80.24
Nina Golyandina & Anatoly Zhigljavsky: Singular Spectrum Analysis for Time Series
This book gives an overview of singular spectrum analysis (SSA). SSA is a technique of time series analysis and forecasting combining elements of classical time series analysis, multivari …
PDF
Engelska
€64.19
Anatoly Zhigljavsky & Antanas Žilinskas: Bayesian and High-Dimensional Global Optimization
Accessible to a variety of readers, this book is of interest to specialists, graduate students and researchers in mathematics, optimization, computer science, operations research, management science, …
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Engelska
€69.54
Jack Noonan & Anatoly Zhigljavsky: High-Dimensional Optimization
This book is interdisciplinary and unites several areas of applied probability, statistics, and computational mathematics including computer experiments, optimal experimental design, and global optim …
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Engelska
€48.14