2 papers
stat.ME2024
Bayesian Analysis of Sigmoidal Gaussian Cox Processes via Data Augmentation
Renaud Alie, David A. Stephens, Alexandra M. Schmidt
Many models for point process data are defined through a thinning procedure where locations of a base process (often Poisson) are either kept (observed) or discarded (thinned). In…
stat.ME2024
Computational Considerations for the Linear Model of Coregionalization
Renaud Alie, David A. Stephens, Alexandra M. Schmidt
In the last two decades, the linear model of coregionalization (LMC) has been widely used to model multivariate spatial processes. However, it can be a challenging task to conduct…