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Cover image for Sequential analysis : hypothesis testing and changepoint detection
Title:
Sequential analysis : hypothesis testing and changepoint detection
Author:
Tartakovsky, Alexander, author.
ISBN:
9780429152344
Physical Description:
1 online resource
Series:
Chapman & Hall/CRC monographs on statistics & applied probability ; 136

Monographs on statistics and applied probability (Series) ; 136.
Contents:
1. Motivation for the sequential approach and selected applications -- 2. Background on probability and statistics -- 3. Sequential hypothesis testing : two simple hypotheses -- 4. Sequential hypothesis testing : multiple simple hypotheses -- 5. Sequential hypothesis testing : composite hypotheses -- 6. Statistical models with changes : problem formulations and optimality criteria -- 7. Sequential changepoint detection : Bayesian approach -- 8. Sequential change detection : non-Bayesian approaches -- 9. Multichart changepoint detection procedures for composite hypotheses and multipopulation models -- 10. Sequential change detection and isolation -- 11. Selected applications.
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E-Book 546101-1001 QA279.7 .T37 2015
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