Statistical Detection and Surveillance of Geographic Clusters

ISBN-13: 9780367577414 / Angielski / Miękka / 2020 / 324 str.

Peter Rogerson; Ikuho Yamada

Opis

Methods to monitor geographic patterns have received growing interest in recent years. Using an integrated approach, Statistical Detection and Monitoring of Geographic Clusters provides a thorough review of methods for cluster detection, organized according to the different types of hypotheses that can be investigated using these t

Spis treści

Introduction and Overview. Introductory Spatial Statistics: Description and Inference. Global Statistics. Local Statistics. Tests for the Detection of Clustering, Including Scan Statistics. Retrospective Detection of Changing Spatial Patterns. Introduction to Statistical Process Control and Nonspatial Cumulative Sum Methods of Surveillance. Spatial Surveillance and the Monitoring of Global Statistics. Cusum Charts for Local Statistics and for the Simultaneous Monitoring of Many Regions. More Approaches to the Statistical Surveillance of Geographic Clustering. Summary: Associated Tests for Cluster Detection and Surveillance.

O autorze

Peter Rogerson, Ikuho Yamada