XGBoostPP: Tree-based Estimation of Point Process Intensity Functions

C. Lu, Y. Guan, M. N. M. van Lieshout +1

We propose a novel tree-based ensemble method, named XGBoostPP, to nonparametrically estimate the intensity of a point process as a function of covariates. It extends the use of gr…