271 citations · 319 across the 17 of their papers we have counts for
Showing stat.COShow all
2 papers · 1 filter
stat.CO2012★ 4 cited
INLA or MCMC? A Tutorial and Comparative Evaluation for Spatial Prediction in log-Gaussian Cox Processes
Benjamin M. Taylor, Peter J. Diggle
We investigate two options for performing Bayesian inference on spatial log-Gaussian Cox processes assuming a spatially continuous latent field: Markov chain Monte Carlo (MCMC) and…
stat.CO2011★ 3 cited
lgcp An R Package for Inference with Spatio-Temporal Log-Gaussian Cox Processes
Benjamin M. Taylor, Tilman M. Davies, Barry S. Rowlingson +1
This paper introduces an R package for spatio-temporal prediction and forecasting for log-Gaussian Cox processes. The main computational tool for these models is Markov chain Monte…