Scan Statistics
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Scan Statistics
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Author : Joseph Glaz
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09
Scan Statistics written by Joseph Glaz and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Mathematics categories.
In many statistical applications, scientists have to analyze the occurrence of observed clusters of events in time or space. Scientists are especially interested in determining whether an observed cluster of events has occurred by chance if it is assumed that the events are distributed independently and uniformly over time or space. Scan statistics have relevant applications in many areas of science and technology including geology, geography, medicine, minefield detection, molecular biology, photography, quality control and reliability theory and radio-optics.
Scan Statistics And Applications
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Author : Joseph Glaz
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Scan Statistics And Applications written by Joseph Glaz and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.
The study of scan statistics and their applications to many different scientific and engineering problems have received considerable attention in the literature recently. In addition to challenging theoretical problems, the area of scan statis tics has also found exciting applications in diverse disciplines such as archaeol ogy, astronomy, epidemiology, geography, material science, molecular biology, reconnaissance, reliability and quality control, sociology, and telecommunica tion. This will be clearly evident when one goes through this volume. In this volume, we have brought together a collection of experts working in this area of research in order to review some of the developments that have taken place over the years and also to present their new works and point out some open problems. With this in mind, we selected authors for this volume with some having theoretical interests and others being primarily concerned with applications of scan statistics. Our sincere hope is that this volume will thus provide a comprehensive survey of all the developments in this area of research and hence will serve as a valuable source as well as reference for theoreticians and applied researchers. Graduate students interested in this area will find this volume to be particularly useful as it points out many open challenging problems that they could pursue. This volume will also be appropriate for teaching a graduate-level special course on this topic.
Handbook Of Scan Statistics
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Author :
language : en
Publisher:
Release Date : 19??
Handbook Of Scan Statistics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 19?? with categories.
Scan Statistics
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Author : Joseph Glaz
language : en
Publisher:
Release Date : 2014-01-15
Scan Statistics written by Joseph Glaz and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-15 with categories.
Scan Statistics And Applications
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Author : Joseph Glaz
language : en
Publisher:
Release Date : 1999
Scan Statistics And Applications written by Joseph Glaz and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Order statistics categories.
Scan Statistics and Applications is a comprehensive, edited survey that brings together the work of leading authorities to present the most current advances in theory and methodology for this new area of statistical research and application. The chapters contain broad coverage of theory and new analytical and computational methods and techniques in four categories: introductory survey, discrete scan statistics, continuous scan statistics, and applications. The book is a valuable resource and state-of-the-art reference for all practitioners, researchers, and professionals in applied probability and statistics who use scan statistics in their work.
Robust Scan Statistics For Detecting A Local Change In Population Mean
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Author : Qianzhu Wu
language : en
Publisher:
Release Date : 2016
Robust Scan Statistics For Detecting A Local Change In Population Mean written by Qianzhu Wu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Electronic dissertations categories.
The major part of this dissertation is focusing on robust scan statistics for detecting a local change in population mean, for one and two dimensional normal data, in presence of outliers. I investigate the performance of scan statistics based on moving medians of the observed data. When no outliers are present, approximations and inequalities are derived for tail probabilities of fixed window scan statistics based on moving medians. The performance of these scan statistics are evaluated and compared to the performance of scan statistics, based on moving sums, that have been previously investigated in the statistical literature. Numerical results based on a simulation study, for independent and identically distributed (iid) normal observations with known variance, indicate that in presence of outliers, the scan statistics based on moving medians outperform the scan statistics based on moving sums. These results are extended for iid normal observations when the population variance is unknown. Moreover, the performance of multiple window scan statistic based on moving medians for detecting a local change in population mean, for one and two dimensional normal data, in presence of outliers, when the size of the window where a change has occurred is unknown, has also been evaluated. Scan statistic for detecting a local change in the population mean of iid observations from a continuous unknown distribution, in presence of outliers is investigated as well. Both fixed window robust scan statistics and multiple window robust scan statistics performed well in each case for moderate or large shift in population mean.
Theory And Application Of Scan Statistics
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Author : Yiping Du
language : en
Publisher:
Release Date : 1997
Theory And Application Of Scan Statistics written by Yiping Du and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with categories.
Scan Statistics For Normal Data
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Author : Xiao Wang
language : en
Publisher:
Release Date : 2013
Scan Statistics For Normal Data written by Xiao Wang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
Runs And Scans With Applications
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Author : Narayanaswamy Balakrishnan
language : en
Publisher: John Wiley & Sons
Release Date : 2011-09-20
Runs And Scans With Applications written by Narayanaswamy Balakrishnan and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-20 with Mathematics categories.
Expert practical and theoretical coverage of runs and scans This volume presents both theoretical and applied aspects of runs and scans, and illustrates their important role in reliability analysis through various applications from science and engineering. Runs and Scans with Applications presents new and exciting content in a systematic and cohesive way in a single comprehensive volume, complete with relevant approximations and explanations of some limit theorems. The authors provide detailed discussions of both classical and current problems, such as: * Sooner and later waiting time * Consecutive systems * Start-up demonstration testing in life-testing experiments * Learning and memory models * "Match" in genetic codes Runs and Scans with Applications offers broad coverage of the subject in the context of reliability and life-testing settings and serves as an authoritative reference for students and professionals alike.
Spatial Scan Statistics For Multiple Clusters In Arbitrary Shapes
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Author :
language : en
Publisher:
Release Date : 2014
Spatial Scan Statistics For Multiple Clusters In Arbitrary Shapes written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.