Georgy Holden's Books

Robust Correlation

Theory and Applications

By: Georgy L. Shevlyakov,Hannu Oja

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Robust Correlation

Theory and Applications

By: Georgy L. Shevlyakov,Hannu Oja

This bookpresents material on both the analysis of the classical concepts of correlation and on the development of their robust versions, as well as discussing the related concepts of correlation matrices, partial correlation, canonical correlation, rank correlations, with the corresponding robust and non-robust estimation procedures. Every chapter contains a set of examples with simulated and real-life data. Key features: Makes modern and robust correlation methods readily available and understandable to practitioners, specialists, and consultants working in various fields. Focuses on implementation of methodology and application of robust correlation with R. Introduces the main approaches in robust statistics, such as Huber’s minimax approach and Hampel’s approach based on influence functions. Explores various robust estimates of the correlation coefficient including the minimax variance and bias estimates as well as the most B- and V-robust estimates. Contains applications of robust correlation methods to exploratory data analysis, multivariate statistics, statistics of time series, and to real-life data. Includes an accompanying website featuring computer code and datasets Features exercises and examples throughout the text using both small and large data sets. Theoretical and applied statisticians, specialists in multivariate statistics, robust statistics, robust time series analysis, data analysis and signal processing will benefit from this book. Practitioners who use correlation based methods in their work as well as postgraduate students in statistics will also find this book useful.

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Page Count

352

Publisher

John Wiley & Sons

Published Date

ISBN 10

1119264499

ISBN 13

9781119264491

Robustness in Data Analysis

Criteria and Methods

By: Georgy L. Shevlyakov,Nikita O. Vilchevski

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Robustness in Data Analysis

Criteria and Methods

By: Georgy L. Shevlyakov,Nikita O. Vilchevski

The series is devoted to the publication of high-level monographs and surveys which cover the whole spectrum of probability and statistics. The books of the series are addressed to both experts and advanced students.

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Page Count

325

Publisher

Walter de Gruyter

Published Date

ISBN 10

3110936003

ISBN 13

9783110936001

Multiple Stopping Problems

Uni- and Multilateral Approaches

By: Georgy Sofronov,Krzysztof Szajowski

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Multiple Stopping Problems

Uni- and Multilateral Approaches

By: Georgy Sofronov,Krzysztof Szajowski

This book presents the theory of rational decisions involving the selection of stopping times in observed discrete-time stochastic processes, both by single and multiple decision-makers. Readers will become acquainted with the models, strategies, and applications of these models. It begins with an examination of selected models framed as stochastic optimization challenges, emphasizing the critical role of optimal stopping times in sequential statistical procedures. The authors go on to explore models featuring multiple stopping and shares on leading applications, particularly focusing on change point detection, selection problems, and the nuances of behavioral ecology. In the following chapters, an array of perspectives on model strategies is presented, elucidating their interpretation and the methodologies underpinning their genesis. Essential notations and definitions are introduced, examining general theorems about solution existence and structure, with an intricate analysis of optimal stopping predicaments and addressing crucial multilateral models. The reader is presented with the practical application of models based on multiple stopping within stochastic processes. The coverage includes a diverse array of domains, including sequential statistics, finance, economics, and the broader generalization of the best-choice problem. Additionally, it delves into numerical and asymptotic solutions, offering a comprehensive exploration of optimal stopping quandaries. The book will be of interest to researchers and practitioners in fields such as economics, finance, and engineering. It could also be used by graduate students doing a research degree in insurance, economics or business analytics or an advanced undergraduate course in mathematical sciences.

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Page Count

376

Publisher

CRC Press

Published Date

ISBN 10

1040228925

ISBN 13

9781040228920

Case Studies of Design and Designing

By: Open University. T211 Course Team,Open University T211/Block 6,Steve Garner,Georgy Holden,Open University

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Case Studies of Design and Designing

By: Open University. T211 Course Team,Open University T211/Block 6,Steve Garner,Georgy Holden,Open University

This book includes five case studies of product design and development including examples of design practice from companies, consultancies and individuals.

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Page Count

102

Published Date

ISBN 10

0749259116

ISBN 13

9780749259112

Block 2 Markets

Designing for People

By: Georgy Holden

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Block 2 Markets

Designing for People

By: Georgy Holden

Block 2 looks at how designers' ideas are turned into saleable products through the consideration of peoples' needs. You will see how responses to new ideas and products are identified and how markets shape the innovation process. Through case studies you will consider ways in which products are designed for potential users.Please note there is reference to DVD material within this block that will enhance your learning, the DVD is not yet available but will hopefully be coming soon.

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Page Count

168

Published Date

ISBN 10

0749269227

ISBN 13

9780749269227

Book's by Georgy Holden

Robust Correlation

Robust Correlation

Robustness in Data Analysis

Robustness in Data Analysis

Multiple Stopping Problems

Multiple Stopping Problems

Case Studies of Design and Designing

Case Studies of Design and Designing

Block 2 Markets

Block 2 Markets

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