Daniel Simpson
Monash University(AU)
Publications by Year
Research Areas
Soil Geostatistics and Mapping, Statistical Methods and Bayesian Inference, Bayesian Methods and Mixture Models, Spatial and Panel Data Analysis, Gaussian Processes and Bayesian Inference
Most-Cited Works
- → Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors(2017)1,087 cited
- → Visualization in Bayesian Workflow(2019)1,086 cited
- → Bayesian Computing with INLA: A Review(2017)750 cited
- → Bayesian computing with INLA: New features(2013)619 cited
- → An intuitive Bayesian spatial model for disease mapping that accounts for scaling(2016)479 cited
- → The Prior Can Often Only Be Understood in the Context of the Likelihood(2017)463 cited
- → Constructing Priors that Penalize the Complexity of Gaussian Random Fields(2018)410 cited
- → Spatial modeling with R‐INLA: A review(2018)401 cited
- → Spatio-temporal modeling of particulate matter concentration through the SPDE approach(2012)376 cited
- → Advanced Spatial Modeling with Stochastic Partial Differential Equations Using R and INLA(2018)275 cited