Nonparametric Methods in Change Point Problems

Name: Nonparametric Methods in Change Point Problems
Brand: Springer Netherlands
SKU: 9789048142408
Price: 105.19 EUR
Availability: InStock

Автор: B. E. Brodsky, B. S. Darkhovsky

Език:

Корици: С меки корици

Издател: Springer Netherlands

Наличност: Външен склад

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This volume deals with nonparametric methods of change point (disorder) detection in random processe...

Информация за книгата

Автор

B. E. Brodsky, B. S. Darkhovsky

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

210

EAN

9789048142408

ISBN

9048142407

Enbook ID

01973325

Издател

Springer Netherlands

Теглоt

348

Размери

160 x 240 x 12

Пълно описание

This volume deals with nonparametric methods of change point (disorder) detection in random processes and fields. A systematic account is given of up-to-date developments in this rapidly evolving branch of statistics. It also provides a new approach to change point detection which is characterized by the reduction of change point problems to the more basic problem of mean value change points, and also the implementation of nonparametric statistics which require no a priori information concerning distributions. The book has seven chapters: Chapter 1 presents an account of preliminary considerations. Chapter 2 reviews the current state-of-the-art. Chapters 3 and 4 -- the major chapters of the book -- consider a posteriori change point problems and sequential change point detection problems, respectively. Chapter 5 discusses disorder detection of random fields, and Chapter 6 deals with applications in such diverse areas as geophysics, control systems and the analysis of historical texts. The volume concludes with a chapter devoted to new results, proofs and some technical details including an overview of a computer program package which has been developed for a posteriori change point detection. For researchers in the statistics and probability of random processes, this volume will also be of interest to specialists in control theory, engineering, systems analysis and cybernetics.

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Nonparametric Methods in Change Point Problems

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