1.7k citations · 4.6k across the 36 of their papers we have counts for
Showing 2011 · stat.COShow all
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stat.CO2011★ 11 cited
Going off grid: Computationally efficient inference for log-Gaussian Cox processes
Daniel Simpson, Janine Illian, Finn Lindgren +2
This paper introduces a new method for performing computational inference on log-Gaussian Cox processes. The likelihood is approximated directly by making novel use of a continuous…
stat.CO2011★ 12 cited
Fast approximate inference with INLA: the past, the present and the future
Daniel Simpson, Finn Lindgren, Håvard Rue
Latent Gaussian models are an extremely popular, flexible class of models. Bayesian inference for these models is, however, tricky and time consuming. Recently, Rue, Martino and Ch…