Bayesian inference and data augmentation schemes for spatial, spatiotemporal and multivariate log-gaussian cox processes in R

Mathematics

• Cox Process 86%
• Data Augmentation 81%
• Bayesian inference 64%
• Gaussian Process 59%
• Process Model 33%
• Marked Point Process 21%
• Cox Model 19%
• Markov Chain Monte Carlo Algorithms 18%
• Class 17%
• Tuning 17%
• Markov Chain Monte Carlo Methods 17%
• Point Process 15%
• Model 14%
• Model-based 13%
• Count 13%
• Covariates 12%
• Demonstrate 9%
• Framework 8%

Business & Economics

• Cox Process 100%
• Data Augmentation 94%
• Bayesian Inference 88%
• Process Model 42%
• Marked Point Process 24%
• Point Process 21%
• Markov Chain Monte Carlo Methods 20%
• Markov Chain Monte Carlo 18%

Engineering & Materials Science

• Markov chains 19%
• Monte Carlo methods 10%
• Tuning 7%