Overview: Presentation is accessible to statisticians as well as to scientists from other disciplines where scan statistics are employed.Many current results and new directions for future research are featured..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, t
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