Importance Sampling for Spatial Scan Analysis: Computing Scan statistic p-Values for Marked Point Processes

摘要

Each point in an observed point pattern representing potential target detections (e.g., mines for minefied detection and localization) often is accompanied by a scalar 'mark' representing the detector's level of confidence in that particular detection. Scan analysis for clustering should take this additional mark information into account.