Sequential Change Detection and Hypothesis Testing(English, Electronic book text, Tartakovsky Alexander)

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Sequential Change Detection and Hypothesis Testing(English, Electronic book text, Tartakovsky Alexander) is written by Tartakovsky Alexander and published by Taylor & Francis Inc. It's available with International Standard Book Number or ISBN identification 1498757596 (ISBN 10) and 9781498757591 (ISBN 13).

Statistical methods for sequential hypothesis testing and changepoint detection have applications across many fields, including quality control, biomedical engineering, communication networks, econometrics, image processing, security, etc. This book presents an overview of methodology in these related areas, providing a synthesis of research from the last few decades. The methods are illustrated through real data examples, and software is referenced where possible. The emphasis is on providing all the theoretical details in a unified framework, with pointers to new research directions.