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Sequential Change Detection and Hypothesis Testing
Alexander Tartakovsky
其他書名
General Non-i.i.d. Stochastic Models and Asymptotically Optimal Rules
出版CRC Press, 2019-12-31
主題Mathematics / Probability & Statistics / GeneralMathematics / Probability & Statistics / Bayesian Analysis
ISBN04295317109780429531712
URLhttp://books.google.com.hk/books?id=JXTDDwAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋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.