Research output per year
Research output per year
Personal profile
Research Overview
Professor Rue's research interests lie in computational Bayesian statistics and Bayesian methodology such as priors, sensitivity and robustness. His main body of research is built around the R-INLA project (www.r-inla.org), which aims to provide a practical tool for approximate Bayesian analysis of latent Gaussian models, often at extreme data scales. This project also includes efforts to use stochastic partial differential equations to represent Gaussian fields, for the use in spatial statistics.
Key Research Areas
Applied Mathematics and Computational Science
Expertise related to UN SDGs
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education
Statistics, Ph.D., Norwegian University of Science and Technology
1993
Award Date: Jan 1 1993
Marine Hydrodynamics, M.E., Norwegian University of Science and Technology
1988
Award Date: Jan 1 1988
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Publications
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A principled distance-based prior for the shape of the Weibull model
Van Niekerk, J., Bakka, H. & Rue, H., Mar 2021, In: Statistics & Probability Letters. p. 109098Research output: Contribution to journal › Article › peer-review
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Combined effects of hydrometeorological hazards and urbanisation on dengue risk in Brazil: a spatiotemporal modelling study.
Lowe, R., Lee, S. A., O'Reilly, K. M., Brady, O. J., Bastos, L., Carrasco-Escobar, G., de Castro Catão, R., Colón-González, F. J., Barcellos, C., Carvalho, M. S., Blangiardo, M., Rue, H. & Gasparrini, A., Apr 11 2021, In: The Lancet. Planetary health. 5, 4, p. e209-e219 1 p.Research output: Contribution to journal › Article › peer-review
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Joint Tracking of Multiple Quantiles Through Conditional Quantiles
Hammer, H. L., Yazidi, A. & Rue, H., 2021, In: Accepted by Information Sciences.Research output: Contribution to journal › Article › peer-review
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Sensitivity and identification quantification by a relative latent model complexity perturbation in Bayesian meta-analysis
Roos, M., Hunanyan, S., Bakka, H. & Rue, H., 2021, In: Accepted by Biometrical Journal.Research output: Contribution to journal › Article › peer-review
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A Bayesian spatio-temporal statistical analysis of Out-of-Hospital Cardiac Arrests
Peluso, S., Mira, A., Rue, H., Tierney, N. J., Benvenuti, C., Cianella, R., Caputo, M. L. & Auricchio, A., Feb 3 2020, In: Biometrical Journal.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
A Novel Method of Marginalisation using Low Discrepancy Sequences for Integrated Nested Laplace Approximations
Brown, P. T., Joshi, C., Joe, S. & Rue, H., 2020, In: Computational Statistics and Data Analysis.Research output: Contribution to journal › Article › peer-review
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Bayesian model averaging with the integrated nested laplace approximation
Gómez-Rubio, V., Bivand, R. S. & Rue, H., Jun 2 2020, In: Econometrics. 8, 2, p. 1-15 15 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Competing risks joint models using R-INLA
Niekerk, J. V., Bakka, H. & Rue, H., May 25 2020, In: Statistical Modelling. p. 1471082X1991365Research output: Contribution to journal › Article › peer-review
Research News
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KAUST researchers rank in top 1% of cited work worldwide
Yu Han, Osman Bakr, Mohamed-Slim Alouini, Husam Alshareef, Pierre Magistretti, Omar Mohammed Abdelsaboor, Mark Tester, Iain Mcculloch, Carlos Duarte, Magnus Rueping, Stefaan De Wolf & Haavard Rue
12/16/20
1 item of Media coverage
Press/Media: Press / Media
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