Bayesian Nonparametric Nonhomogeneous Poisson Process with Applications to USGS Earthquake Data

Junxian Geng, Wei Shi, Guanyu Hu

Intensity estimation is a common problem in statistical analysis of spatial point pattern data. This paper proposes a nonparametric Bayesian method for estimating the spatial point…