Adaptive spatial blocking for scalable clustering inference with applications to high-throughput spatial proteomics

Mingyu Go, Julia Wrobel, Hoseung Song

Ripley's K-function is a widely used spatial summary statistic for assessing clustering in point patterns. However, existing K-based methods can be computationally prohibitive for…