Functional and Operatorial Statistics
Functional and Operatorial Statistics

Author: Sophie Dabo-Niang

Publisher: Springer Science & Business Media

Published: 2008-05-21

Total Pages: 296

ISBN-13: 3790820628

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An increasing number of statistical problems and methods involve infinite-dimensional aspects. This is due to the progress of technologies which allow us to store more and more information while modern instruments are able to collect data much more effectively due to their increasingly sophisticated design. This evolution directly concerns statisticians, who have to propose new methodologies while taking into account such high-dimensional data (e.g. continuous processes, functional data, etc.). The numerous applications (micro-arrays, paleo- ecological data, radar waveforms, spectrometric curves, speech recognition, continuous time series, 3-D images, etc.) in various fields (biology, econometrics, environmetrics, the food industry, medical sciences, paper industry, etc.) make researching this statistical topic very worthwhile. This book gathers important contributions on the functional and operatorial statistics fields.

Functional and High-Dimensional Statistics and Related Fields
Functional and High-Dimensional Statistics and Related Fields

Author: Germán Aneiros

Publisher: Springer Nature

Published: 2020-06-19

Total Pages: 254

ISBN-13: 3030477568

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This book presents the latest research on the statistical analysis of functional, high-dimensional and other complex data, addressing methodological and computational aspects, as well as real-world applications. It covers topics like classification, confidence bands, density estimation, depth, diagnostic tests, dimension reduction, estimation on manifolds, high- and infinite-dimensional statistics, inference on functional data, networks, operatorial statistics, prediction, regression, robustness, sequential learning, small-ball probability, smoothing, spatial data, testing, and topological object data analysis, and includes applications in automobile engineering, criminology, drawing recognition, economics, environmetrics, medicine, mobile phone data, spectrometrics and urban environments. The book gathers selected, refereed contributions presented at the Fifth International Workshop on Functional and Operatorial Statistics (IWFOS) in Brno, Czech Republic. The workshop was originally to be held on June 24-26, 2020, but had to be postponed as a consequence of the COVID-19 pandemic. Initiated by the Working Group on Functional and Operatorial Statistics at the University of Toulouse in 2008, the IWFOS workshops provide a forum to discuss the latest trends and advances in functional statistics and related fields, and foster the exchange of ideas and international collaboration in the field.

Contributions in infinite-dimensional statistics and related topics
Contributions in infinite-dimensional statistics and related topics

Author: Enea G. Bongiorno

Publisher: Società Editrice Esculapio

Published: 2014-05-21

Total Pages: 300

ISBN-13: 8874887639

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The interest towards Functional and Operatorial Statistics, and, more in general, towards infinite-dimensional statistics has dramatically increased in the statistical community and in many other applied scientific areas where people faces functional data. This volume collects the works selected and presented at the Third Edition of the International Workshop on Functional and Operatorial Statistics held in Stresa, Italy, from the 19th to the 21st of June 2014 (IWFOS’2014). The meeting represents an opportunity of bringing together leading researchers active on these topics both for what concerns theoretical aspects and a wide range of applications in various fields. To promote collaborations with other important strictly related areas of infinite-dimensional Statistics, such as High Dimensional Statistics and Model Selection Procedures, this book hosts works in the latter research subjects too.

Data Analysis
Data Analysis

Author: Gérard Govaert

Publisher: John Wiley & Sons

Published: 2013-03-04

Total Pages: 265

ISBN-13: 111861786X

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The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of the data. After a general presentation of the discriminating analysis, the second part is devoted to clustering methods which constitute another method, often complementary to the methods described in the first part, to synthesize and to analyze the data. The book concludes by examining the links existing between data mining and data analysis.

Proceedings of COMPSTAT'2010
Proceedings of COMPSTAT'2010

Author: Yves Lechevallier

Publisher: Springer Science & Business Media

Published: 2010-11-08

Total Pages: 627

ISBN-13: 3790826049

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Proceedings of the 19th international symposium on computational statistics, held in Paris august 22-27, 2010.Together with 3 keynote talks, there were 14 invited sessions and more than 100 peer-reviewed contributed communications.

Advanced Statistical Methods for the Analysis of Large Data-Sets
Advanced Statistical Methods for the Analysis of Large Data-Sets

Author: Agostino Di Ciaccio

Publisher: Springer Science & Business Media

Published: 2012-03-14

Total Pages: 464

ISBN-13: 3642210368

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The theme of the meeting was “Statistical Methods for the Analysis of Large Data-Sets”. In recent years there has been increasing interest in this subject; in fact a huge quantity of information is often available but standard statistical techniques are usually not well suited to managing this kind of data. The conference serves as an important meeting point for European researchers working on this topic and a number of European statistical societies participated in the organization of the event. The book includes 45 papers from a selection of the 156 papers accepted for presentation and discussed at the conference on “Advanced Statistical Methods for the Analysis of Large Data-sets.”

The Art of Semiparametrics
The Art of Semiparametrics

Author: Stefan Sperlich

Publisher: Springer Science & Business Media

Published: 2006-07-25

Total Pages: 185

ISBN-13: 3790817015

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This selection of articles emerged from different works presented "The Art of Semiparametrics" conference in 2003 in Berlin. It offers a collection of individual works that together show the large spectrum of semiparametric statistics. The book combines theoretical contributions with more applied and empirical studies. Although each article represents an original contribution to its own field, all are written in a self-contained way that may be read by non-experts.

Recent Advances and Trends in Nonparametric Statistics
Recent Advances and Trends in Nonparametric Statistics

Author: M.G. Akritas

Publisher: Elsevier

Published: 2003-10-31

Total Pages: 523

ISBN-13: 0080540376

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The advent of high-speed, affordable computers in the last two decades has given a new boost to the nonparametric way of thinking. Classical nonparametric procedures, such as function smoothing, suddenly lost their abstract flavour as they became practically implementable. In addition, many previously unthinkable possibilities became mainstream; prime examples include the bootstrap and resampling methods, wavelets and nonlinear smoothers, graphical methods, data mining, bioinformatics, as well as the more recent algorithmic approaches such as bagging and boosting. This volume is a collection of short articles - most of which having a review component - describing the state-of-the art of Nonparametric Statistics at the beginning of a new millennium.Key features:• algorithic approaches • wavelets and nonlinear smoothers • graphical methods and data mining • biostatistics and bioinformatics • bagging and boosting • support vector machines • resampling methods

Robustness and Complex Data Structures
Robustness and Complex Data Structures

Author: Claudia Becker

Publisher: Springer Science & Business Media

Published: 2014-07-08

Total Pages: 377

ISBN-13: 3642354947

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​This Festschrift in honour of Ursula Gather’s 60th birthday deals with modern topics in the field of robust statistical methods, especially for time series and regression analysis, and with statistical methods for complex data structures. The individual contributions of leading experts provide a textbook-style overview of the topic, supplemented by current research results and questions. The statistical theory and methods in this volume aim at the analysis of data which deviate from classical stringent model assumptions, which contain outlying values and/or have a complex structure. Written for researchers as well as master and PhD students with a good knowledge of statistics.

Antieigenvalue Analysis
Antieigenvalue Analysis

Author: Karl Gustafson

Publisher: World Scientific

Published: 2012

Total Pages: 259

ISBN-13: 9814366285

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Karl Gustafson is the creater of the theory of antieigenvalue analysis. Its applications spread through fields as diverse as numerical analysis, wavelets, statistics, quantum mechanics, and finance. Antieigenvalue analysis, with its operator trigonometry, is a unifying language which enables new and deeper geometrical understanding of essentially every result in operator theory and matrix theory, together with their applications. This book will open up its methods to a wide range of specialists.