Håvard Rue
Active 1992–2026
- 103
- Papers
- 22,222
- Citations
- 45
- h-index
- 78
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Computer Science24.9%
- Mathematics16.6%
- Medicine14.9%
- Environmental Science13.8%
- Economics, Econometrics and Finance5.4%
- Biochemistry, Genetics and Molecular Biology5.3%
- Other19.1%
Topics
- Bayesian Methods and Mixture Models5.1%
- Statistical Methods and Bayesian Inference4.8%
- Statistical Methods and Inference4.4%
- Gaussian Processes and Bayesian Inference4.3%
- Soil Geostatistics and Mapping3.9%
- Spatial and Panel Data Analysis2%
- Other75.5%
Coauthors
- Finn Lindgren13
- Daniel Simpson11
- Elias Teixeira Krainski9
- Janine Illian7
- Leonhard Held7
- Sara Martino7
- Andrea Riebler6
- Janet van Niekerk6
- Anis Yazidi5
- Esmail Abdul Fattah5
- Lisa Gaedke-Merzhäuser5
- Olaf Schenk5
- Virgilio Gómez-Rubio5
- Haakon Bakka4
- Hugo Lewi Hammer4
- Sigrunn H. Sørbye4
- Bjørn Olstad3
- David Bolin3
- Fred Godtliebsen3
- Michela Cameletti3
- Sigve Hovda3
- Thiago G. Martins3
- Alexandros Nikolaos Ziogas2
- Amanda Lenzi2
All papers
- Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations
Authors: Håvard Rue, Sara Martino, ChopinNicolas - Journal of the Royal Statistical Society Series B (Statistical Methodology) 2009 cited by 5,376
- An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach
Authors: Finn Lindgren, Håvard Rue, Johan Lindström - Journal of the Royal Statistical Society Series B (Statistical Methodology) 2011 cited by 2,737
- Gaussian Markov Random Fields
Authors: Håvard Rue, Leonhard Held - 2005 cited by 1,793
- Bayesian Spatial Modelling withR-INLA
Authors: Finn Lindgren, Håvard Rue - Journal of Statistical Software 2015 cited by 1,150
- Bayesian Computing with INLA: A Review
Authors: Håvard Rue, Andrea Riebler, Sigrunn H. Sørbye, Janine Illian, Daniel Simpson, Finn Lindgren - Annual Review of Statistics and Its Application 2017 cited by 761
- Combined effects of hydrometeorological hazards and urbanisation on dengue risk in Brazil: a spatiotemporal modelling study
Authors: Rachel Lowe, Sophie Lee, Kathleen O’Reilly, Oliver J. Brady, Leonardo Soares Bastos, Gabriel Carrasco‐Escobar, Rafael de Castro Catão, Felipe J. Colón‐González, Christovam Barcellos, Marília Sá Carvalho, Marta Blangiardo, Håvard Rue, Antonio Gasparrini - The Lancet Planetary Health 2021 cited by 212
- Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors
Authors: Daniel Simpson, Håvard Rue, Thiago G. Martins, Andrea Riebler, Sigrunn H. Sørbye - Statistical Science 2017 cited by 1,113
- An intuitive Bayesian spatial model for disease mapping that accounts for scaling
Authors: Andrea Riebler, Sigrunn H. Sørbye, Daniel Simpson, Håvard Rue - Statistical Methods in Medical Research 2016 cited by 501
- Bayesian computing with INLA: New features
Authors: Thiago G. Martins, Daniel Simpson, Finn Lindgren, Håvard Rue - Computational Statistics & Data Analysis, Comput. Stat. Data Anal. 2013 cited by 635
- Spatial and spatio-temporal models with R-INLA
Authors: Marta Blangiardo, Michela Cameletti, Gianluca Baio, Håvard Rue - Spatial and Spatio-temporal Epidemiology 2013 cited by 462
- The SPDE approach for Gaussian and non-Gaussian fields: 10 years and still running
Authors: Finn Lindgren, David Bolin, Håvard Rue - arXiv (Cornell University) 2021 cited by 94
- Spatial modeling with R‐INLA: A review
Authors: Haakon Bakka, Håvard Rue, Geir‐Arne Fuglstad, Andrea Riebler, David Bolin, Janine Illian, Elias Teixeira Krainski, Daniel Simpson, Finn Lindgren - Wiley Interdisciplinary Reviews Computational Statistics 2018 cited by 410
- Constructing Priors that Penalize the Complexity of Gaussian Random Fields
Authors: Geir‐Arne Fuglstad, Daniel Simpson, Finn Lindgren, Håvard Rue - Journal of the American Statistical Association 2018 cited by 418
- Advanced Spatial Modeling with Stochastic Partial Differential Equations Using R and INLA
Authors: Elias Teixeira Krainski, Virgilio Gómez‐Rubio, Haakon Bakka, Amanda Lenzi, Daniela Castro‐Camilo, Daniel Simpson, Finn Lindgren, Håvard Rue - 2018 cited by 277
- The Bayesian Learning Rule
Authors: Mohammad Emtiyaz Khan, Håvard Rue - J. Mach. Learn. Res. 2023 cited by 44
- Past, Present and Future of Software for Bayesian Inference
Authors: Erik Štrumbelj, Alexandre Bouchard‐Côté, Jukka Corander, Andrew Gelman, Håvard Rue, Lawrence M. Murray, Henri Pesonen, Martyn Plummer, Aki Vehtari - Statistical Science 2024 cited by 27
- Spatio-temporal modeling of particulate matter concentration through the SPDE approach
Authors: Michela Cameletti, Finn Lindgren, Daniel Simpson, Håvard Rue - AStA Advances in Statistical Analysis 2012 cited by 383
- Bayesian inference for generalized linear mixed models
Authors: Youyi Fong, Håvard Rue, Jon Wakefield - Biostatistics 2009 cited by 294
- Markov chain Monte Carlo with the Integrated Nested Laplace Approximation
Authors: Virgilio Gómez-Rubio, Håvard Rue - Statistics and Computing, Stat. Comput. 2017 cited by 66
- Going off grid: computationally efficient inference for log-Gaussian Cox processes
Authors: Daniel Simpson, Janine Illian, Finn Lindgren, Sigrunn H. Sørbye, Håvard Rue - Biometrika 2016 cited by 212
- Importance Sampling with the Integrated Nested Laplace Approximation
Authors: Martin Outzen Berild, Sara Martino, Virgilio Gómez-Rubio, Håvard Rue - Journal of Computational and Graphical Statistics, J. Comput. Graph. Stat. 2022 cited by 13
- Approximate Bayesian inference for hierarchical Gaussian Markov random field models
Authors: Håvard Rue, Sara Martino - Journal of Statistical Planning and Inference 2007 cited by 221
- Integrated Nested Laplace Approximations for Large-Scale Spatiotemporal Bayesian Modeling
Authors: Lisa Gaedke-Merzhäuser, Elias Teixeira Krainski, Radim Janalík, Håvard Rue, Olaf Schenk - SIAM Journal on Scientific Computing, SIAM J. Sci. Comput. 2024 cited by 7
- Gaussian Markov Random Fields: Theory and Applications
Authors: Håvard Rue, Leonhard Held - 2005 cited by 1,256
