Limit Theorems in Change-Point Analysis

Miklós Csörgö

ISBN 10: 0471955221 / ISBN 13: 9780471955221

Editore: Wiley Dez 1997, 1997

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Neuware - Change-point problems arise in a variety of experimental and mathematical sciences, as well as in engineering and health sciences. This rigorously researched text provides a comprehensive review of recent probabilistic methods for detecting various types of possible changes in the distribution of chronologically ordered observations. Further developing the already well-established theory of weighted approximations and weak convergence, the authors provide a thorough survey of parametric and non-parametric methods, regression and time series models together with sequential methods. All but the most basic models are carefully developed with detailed proofs, and illustrated by using a number of data sets. Contains a thorough survey of:

Codice articolo 9780471955221

Dati bibliografici

• Titolo: Limit Theorems in Change-Point Analysis
• Editore: Wiley Dez 1997
• Data di pubblicazione: 1997
• Lingua: Inglese
• ISBN 10: 0471955221
• ISBN 13: 9780471955221
• Rilegatura: Buch
• Condizione: Neu

Descrizione articolo

Riassunto

Change-point problems arise in a variety of experimental andmathematical sciences, as well as in engineering and healthsciences. This rigorously researched text provides a comprehensivereview of recent probabilistic methods for detecting various typesof possible changes in the distribution of chronologically orderedobservations. Further developing the already well-establishedtheory of weighted approximations and weak convergence, the authorsprovide a thorough survey of parametric and non-parametric methods,regression and time series models together with sequential methods.All but the most basic models are carefully developed with detailedproofs, and illustrated by using a number of data sets. Contains athorough survey of:

* The Likelihood Approach
* Non-Parametric Methods
* Linear Models
* Dependent Observations

This book is undoubtedly of interest to all probabilists andstatisticians, experimental and health scientists, engineers, andessential for those working on quality control and surveillanceproblems.

Foreword by David Kendall

Informazioni sull?autore

Miklós Csörgö is the author of Limit Theorems in Change-Point Analysis, published by Wiley.

Lajos Horváth is the author of Limit Theorems in Change-Point Analysis, published by Wiley.