Sequential Change Detection and Hypothesis Testing

Sequential Change Detection and Hypothesis Testing
Author: Alexander Tartakovsky
Publisher: CRC Press
Total Pages: 321
Release: 2019-12-11
Genre: Mathematics
ISBN: 1498757596

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.

Sequential Analysis

Sequential Analysis
Author: Alexander Tartakovsky
Publisher: CRC Press
Total Pages: 600
Release: 2014-08-27
Genre: Mathematics
ISBN: 1439838216

Sequential Analysis: Hypothesis Testing and Changepoint Detection systematically develops the theory of sequential hypothesis testing and quickest changepoint detection. It also describes important applications in which theoretical results can be used efficiently. The book reviews recent accomplishments in hypothesis testing and changepoint detecti

Detection of Abrupt Changes

Detection of Abrupt Changes
Author: Michèle Basseville
Publisher:
Total Pages: 568
Release: 1993
Genre: Mathematics
ISBN:

Presents mathematical tools and techniques for solving change detection problems in wide domains like signal processing, controlled systems and monitoring. The book covers a wide class of stochastic processes, including scalar independent observations and multidimensional dependent ARMA.

Contemporary Issues in Systems Science and Engineering

Contemporary Issues in Systems Science and Engineering
Author: MengChu Zhou
Publisher: John Wiley & Sons
Total Pages: 898
Release: 2015-04-20
Genre: Technology & Engineering
ISBN: 1118271866

Various systems science and engineering disciplines are covered and challenging new research issues in these disciplines are revealed. They will be extremely valuable for the readers to search for some new research directions and problems. Chapters are contributed by world-renowned systems engineers Chapters include discussions and conclusions Readers can grasp each event holistically without having professional expertise in the field

The Bering Sea Ecosystem

The Bering Sea Ecosystem
Author: National Research Council
Publisher: National Academies Press
Total Pages: 317
Release: 1996-05-08
Genre: Science
ISBN: 0309053455

The Bering Sea, which lies between the United States and Russia, is one of the most productive ecosystems in the world and has prolific fishing grounds. Yet there have been significant unexplained population fluctuations in marine mammals and birds in the region. The book examines the Bering Sea ecosystem's dynamics and the relationship between man and the ecosystem, in order to identify potential reasons for the population fluctuations as well as identify ways the Sea's living resources can be better managed by government.

Sequential Analysis

Sequential Analysis
Author: David Siegmund
Publisher: Springer Science & Business Media
Total Pages: 285
Release: 2013-04-09
Genre: Mathematics
ISBN: 1475718624

The modern theory of Sequential Analysis came into existence simultaneously in the United States and Great Britain in response to demands for more efficient sampling inspection procedures during World War II. The develop ments were admirably summarized by their principal architect, A. Wald, in his book Sequential Analysis (1947). In spite of the extraordinary accomplishments of this period, there remained some dissatisfaction with the sequential probability ratio test and Wald's analysis of it. (i) The open-ended continuation region with the concomitant possibility of taking an arbitrarily large number of observations seems intol erable in practice. (ii) Wald's elegant approximations based on "neglecting the excess" of the log likelihood ratio over the stopping boundaries are not especially accurate and do not allow one to study the effect oftaking observa tions in groups rather than one at a time. (iii) The beautiful optimality property of the sequential probability ratio test applies only to the artificial problem of testing a simple hypothesis against a simple alternative. In response to these issues and to new motivation from the direction of controlled clinical trials numerous modifications of the sequential probability ratio test were proposed and their properties studied-often by simulation or lengthy numerical computation. (A notable exception is Anderson, 1960; see III.7.) In the past decade it has become possible to give a more complete theoretical analysis of many of the proposals and hence to understand them better.

Bayesian Time Series Models

Bayesian Time Series Models
Author: David Barber
Publisher: Cambridge University Press
Total Pages: 432
Release: 2011-08-11
Genre: Computers
ISBN: 0521196760

The first unified treatment of time series modelling techniques spanning machine learning, statistics, engineering and computer science.

Sequential Analysis and Optimal Design

Sequential Analysis and Optimal Design
Author: Herman Chernoff
Publisher: SIAM
Total Pages: 124
Release: 1972-01-01
Genre: Technology & Engineering
ISBN: 9781611970593

An exploration of the interrelated fields of design of experiments and sequential analysis with emphasis on the nature of theoretical statistics and how this relates to the philosophy and practice of statistics.