Detecting multivariate interactions in spatial point patterns with Gibbs models and variable selection

Tuomas Rajala, David Murrell, Sofia Olhede

We propose a method for detecting significant interactions in very large multivariate spatial point patterns. This methodology develops high dimensional data understanding in the p…