4 citations · 7 across the 3 of their papers we have counts for
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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.CO2010★ 3 cited
An Adaptive Sequential Monte Carlo Sampler
Paul Fearnhead, Benjamin M. Taylor
Sequential Monte Carlo (SMC) methods are not only a popular tool in the analysis of state space models, but offer an alternative to MCMC in situations where Bayesian inference must…