Daniel Simpson
Impact in
- Statistics and Probability top 0.5%
- Statistical Methods and Bayesian Inference
- Statistical Methods and Inference
- Ecological Modeling top 2%
- Species Distribution and Climate Change
Papers in
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- Soil Geostatistics and Mapping 18
-
- Statistical Methods and Bayesian Inference 11
- Statistical Methods and Inference 5
- Co-authors
- Håvard Rue (19 shared papers)Finn Lindgren (17 shared papers)Andrea Riebler (5 shared papers)Sigrunn Holbek Sørbye (5 shared papers)Andrew Gelman (6 shared papers)Thiago G. Martins (4 shared papers)Michael Betancourt (2 shared papers)Aki Vehtari (3 shared papers)
- Journals
- Statistical Science (4 papers)Spatial Statistics (3 papers)Environmetrics (3 papers)Computational Brain & Behavior (2 papers)Journal of the American Statistical Association (2 papers)
- Partner nations
- United KingdomUnited StatesNorway
In The Last Decade
Daniel Simpson
54 papers receiving 4.9k citations
Daniel Simpson's Hit Papers
Peers
Comparison fields: 5 of 206
- Statistics and Probability 724
- Ecological Modeling 302
- Modeling and Simulation 244
- Environmental Engineering 699
- Nature and Landscape Conservation 443
Countries citing papers authored by Daniel Simpson
This map shows the geographic impact of Daniel Simpson's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Daniel Simpson with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Daniel Simpson more than expected).
Fields of papers citing papers by Daniel Simpson
This network shows the impact of papers produced by Daniel Simpson. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Daniel Simpson. The network helps show where Daniel Simpson may publish in the future.
Co-authors
The 25 scholars most cited alongside Daniel Simpson, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 57 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors Hit paper breakdown → | 2017 | 706 |
| 2 | Visualization in Bayesian Workflow Hit paper breakdown → | 2019 | 696 |
| 3 | Bayesian Computing with INLA: A Review Hit paper breakdown → | 2017 | 499 |
| 4 | Bayesian computing with INLA: New features Hit paper breakdown → | 2013 | 441 |
| 5 | The Prior Can Often Only Be Understood in the Context of the Likelihood Hit paper breakdown → | 2017 | 320 |
| 6 | An intuitive Bayesian spatial model for disease mapping that accounts for scaling Hit paper breakdown → | 2016 | 310 |
| 7 | 2012 | 274 | |
| 8 | Spatial modeling with R‐INLA: A review Hit paper breakdown → | 2018 | 265 |
| 9 | 2018 | 265 | |
| 10 | 2018 | 196 | |
| 11 | 2018 | 191 | |
| 12 | 2016 | 123 | |
| 13 | Global and regional causes of maternal deaths 2009–20: a WHO systematic analysis Hit paper breakdown → | 2025 | 101 |
| 14 | 2011 | 66 | |
| 15 | 2015 | 54 | |
| 16 | 2018 | 53 | |
| 17 | 2006 | 47 | |
| 18 | 2018 | 44 | |
| 19 | 2012 | 33 | |
| 20 | 1980 | 24 |
About Daniel Simpson
Daniel Simpson is a scholar working on Environmental Engineering, Statistics and Probability, Artificial Intelligence, Economics and Econometrics and Microbiology, having authored 57 papers that have together received 4.9k indexed citations. Recurring topics across this work include Soil Geostatistics and Mapping (18 papers), Spatial and Panel Data Analysis (11 papers), Statistical Methods and Bayesian Inference (11 papers), Bayesian Methods and Mixture Models (7 papers), Statistical Methods and Inference (5 papers), Economic and Environmental Valuation (4 papers), Bayesian Modeling and Causal Inference (4 papers) and Reproductive tract infections research (4 papers). The work is most often cited by research in Statistics and Probability (724 citations), Ecological Modeling (302 citations), Modeling and Simulation (244 citations), Environmental Engineering (699 citations) and Nature and Landscape Conservation (443 citations). Daniel Simpson has collaborated with scholars based in United Kingdom, United States and Norway. Frequent co-authors include Håvard Rue, Finn Lindgren, Andrea Riebler, Sigrunn Holbek Sørbye, Andrew Gelman, Thiago G. Martins, Michael Betancourt, Aki Vehtari, Janine Illian and Jonah Gabry. Their work appears in journals such as Statistical Science, Spatial Statistics, Environmetrics, Computational Brain & Behavior and Journal of the American Statistical Association.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.