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Scan Statistics: Methods and Applications

Scan Statistics: Methods and Applications
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Field name Details
Dewey Class 519.5 (DDC 23)
Title Scan Statistics ([Ebook]) : Methods and Applications / edited by Joseph Glaz, Vladimir Pozdnyakov, Sylvan Wallenstein.
Author Glaz, Joseph
Added Personal Name Pozdnyakov, Vladimir
Wallenstein, Sylvan
Other name(s) SpringerLink (Online service)
Publication Boston, MA : Birkhäuser Boston, , 2009.
Physical Details XXVIII, 394 pages: 40 illus. : online resource.
Series Statistics for Industry and Technology
ISBN 9780817647490
Summary Note Scan statistics is currently one of the most active and important areas of research in applied probability and statistics, having applications to a wide variety of fields: archaeology, astronomy, bioinformatics, biosurveillance, molecular biology, genetics, computer science, electrical engineering, geography, material sciences, physics, reconnaissance, reliability and quality control, telecommunication, and epidemiology. Filling a gap in the literature, this self-contained volume brings together a collection of selected chapters illustrating the depth and diversity of theory, methods and applications in the area of scan statistics. Key features: * Chapters are written by leading experts in the field. * Features many current results and highlights new directions for future research. * Includes challenging theoretical methodological research problems. * Presentation is accessible to statisticians as well as to scientists from other disciplines where scan statistics are employed. * Real-world applications to areas such as bioinformatics and biosurveillance are emphasized. * Contains extensive references to research articles, books, and relevant computer software. Scan Statistics is an excellent reference for graduate students and researchers in applied probability and statistics, as well as for scientists in biology, computer science, pharmaceutical science, medicine, geography, quality control, communications, and epidemiology. The work may also be used as a textbook for a graduate-level seminar on scan statistics.:
Contents note Preface -- List of Contributors -- Joseph I. NausâLifetime Contributions to the Area of Scan Statistics -- Applications of Scan Statistics to Reliability and Quality Control -- Variable Window Scan Statistics -- Scan Statistics and Applications to Biosurveillance -- Scan Statistics and Applications to Bioinformatics -- Algorithms for Approximating the Distribution of Two-Dimensional Scan Statistics -- Applications of Scan Statistics in Epidemiology -- Spatial Scan Statistics and Applications to Epidemiology and Biosurveillance -- Two-Dimensional Scan Statistics -- Scan-type Statistics and Applications -- Algorithms for Spatial Scan Statistics -- Spatial Scan Statistics and Applications in Ecology -- Martingale Methods for Scan Statistics -- Scan Statistics on Graphs with Applications to Social Networks -- Scan-type Statistics with Applications to Bioinformatics -- Analysis of Protein and DNA Sequences -- Scan Statistics with Applications to the Analysis of DNA Sequences -- One-Dimensional Scan Statistics with Applications in Biosurveillance -- Applications of One-Dimensional Scan Statistics in Epidemiology -- Author Index -- Subject Index.
System details note Access is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site http://dx.doi.org/10.1007/978-0-8176-4749-0
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