Concepedia

Daniel Simpson

DS

Statistics

Publications

43

Citations

6.5K

H-Index

24

Active since

2006

Affiliations

University of Toronto(Current)

Norwegian University of Science and Technology

Columbia University

University of Bath

UiT The Arctic University of Norway

Daniel Simpson is an author at University of Toronto specializing in computing, bayesian statistics, and bayesian inference.

Publications per year

2006–2024

43

Publications

43

Visualization in Bayesian Workflow

Jonah Gabry, Daniel Simpson, Aki Vehtari et al. · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2019 · 1.1K citations · Full text

Computing, Computer Science, Visualization +13

Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors

Daniel Simpson, Håvard Rue, Andrea Riebler et al. · Statistical Science · 2017 · 1.1K citations · Full text

Computing, Data Science, Bayesian Data Analysis +16

Bayesian computing with INLA: New features

Thiago G. Martins, Daniel Simpson, Finn Lindgren et al. · Computational Statistics & Data Analysis · 2013 · 635 citations · Full text

Computing, Computer Science, Bayesian Data Analysis +10

An intuitive Bayesian spatial model for disease mapping that accounts for scaling

Andrea Riebler, Sigrunn H. Sørbye, Daniel Simpson et al. · Statistical Methods in Medical Research · 2016 · 501 citations

Public Health, Biostatistics, Epidemiology +16

The Prior Can Often Only Be Understood in the Context of the Likelihood

Andrew Gelman, Daniel Simpson, Michael Betancourt · Columbia Academic Commons (Columbia University) · 2017 · 464 citations · Full text

Natural Sciences, Mathematics, Probability Theory +16

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