Works by Rue, Håvard

Results: 79

Joint spatial analysis of gastrointestinal infectious diseases.

Published in:

2006

By:

Held, Leonhard;
Graziano, Giusi;
Frank, Christina;
Rue, Håvard;
Rue, Håvard

Publication type:

journal article

Bayesian Model Averaging with the Integrated Nested Laplace Approximation.

Published in:

Econometrics (2225-1146), 2020, v. 8, n. 2, p. 23, doi. 10.3390/econometrics8020023

By:

Gómez-Rubio, Virgilio;
Bivand, Roger S.;
Rue, Håvard

Publication type:

Article

Fast and accurate Bayesian model criticism and conflict diagnostics using R-INLA.

Published in:

Stat, 2017, v. 6, n. 1, p. 331, doi. 10.1002/sta4.163

By:

Ferkingstad, Egil;
Held, Leonhard;
Rue, Håvard

Publication type:

Article

Bayesian Inference for Multivariate Spatial Models with INLA.

Published in:

R Journal, 2023, v. 15, n. 3, p. 172, doi. 10.32614/rj-2023-068

By:

Palmí-Perales, Francisco;
Gómez-Rubio, Virgilio;
Bivand, Roger S.;
Cameletti, Michela;
Rue, Håvard

Publication type:

Article

INLA goes extreme: Bayesian tail regression for the estimation of high spatio-temporal quantiles.

Published in:

Extremes, 2018, v. 21, n. 3, p. 441, doi. 10.1007/s10687-018-0324-x

By:

Opitz, Thomas;
Huser, Raphaël;
Bakka, Haakon;
Rue, Håvard

Publication type:

Article

Recursive computing and simulation-free inference for general factorizable models.

Published in:

Biometrika, 2007, v. 94, n. 3, p. 661, doi. 10.1093/biomet/asm052

By:

Nial Friel;
Håvard Rue

Publication type:

Article

Bayesian object identification.

Published in:

Biometrika, 1999, v. 86, n. 3, p. 649, doi. 10.1093/biomet/86.3.649

By:

Rue, Håvard;
Hurn, Merrilee A.

Publication type:

Article

Penalised Complexity Priors for Stationary Autoregressive Processes.

Published in:

Journal of Time Series Analysis, 2017, v. 38, n. 6, p. 923, doi. 10.1111/jtsa.12242

By:

Sørbye, Sigrunn Holbek;
Rue, Håvard

Publication type:

Article

An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2011, v. 73, n. 4, p. 423, doi. 10.1111/j.1467-9868.2011.00777.x

By:

Lindgren, Finn;
Rue, Håvard;
Lindström, Johan

Publication type:

Article

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2009, v. 71, n. 2, p. 319, doi. 10.1111/j.1467-9868.2008.00700.x

By:

Rue, Håvard;
Martino, Sara;
Chopin, Nicolas

Publication type:

Article

Approximating hidden Gaussian Markov random fields.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2004, v. 66, n. 4, p. 877, doi. 10.1111/j.1467-9868.2004.B5590.x

By:

Rue, Håvard;
Steinsland, Ingelin;
Erland, Sveinung

Publication type:

Article

Fast sampling of Gaussian Markov random fields.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2001, v. 63, n. 2, p. 325, doi. 10.1111/1467-9868.00288

By:

Rue, Håvard

Publication type:

Article

Spatio‐temporal occupancy models with INLA.

Published in:

Methods in Ecology & Evolution, 2024, v. 15, n. 11, p. 2087, doi. 10.1111/2041-210X.14422

By:

Belmont, Jafet;
Martino, Sara;
Illian, Janine;
Rue, Håvard

Publication type:

Article

Fitting Latent Non-Gaussian Models Using Variational Bayes and Laplace Approximations.

Published in:

Journal of the American Statistical Association, 2024, v. 119, n. 548, p. 2983, doi. 10.1080/01621459.2023.2296704

By:

Cabral, Rafael;
Bolin, David;
Rue, Håvard

Publication type:

Article

Constructing Priors that Penalize the Complexity of Gaussian Random Fields.

Published in:

Journal of the American Statistical Association, 2019, v. 114, n. 525, p. 445, doi. 10.1080/01621459.2017.1415907

By:

Fuglstad, Geir-Arne;
Simpson, Daniel;
Lindgren, Finn;
Rue, Håvard

Publication type:

Article

2D Object Detection and Recognition: Models, Algorithms, and Networks (Book).

Published in:

2004

By:

Rue, Håvard

Publication type:

Book Review

Bayesian survival analysis with INLA.

Published in:

Statistics in Medicine, 2024, v. 43, n. 20, p. 3975, doi. 10.1002/sim.10160

By:

Alvares, Danilo;
van Niekerk, Janet;
Krainski, Elias Teixeira;
Rue, Håvard;
Rustand, Denis

Publication type:

Article

Estimating multilevel regional variation in excess mortality of cancer patients using integrated nested Laplace approximation.

Published in:

2019

By:

Seppä, Karri;
Rue, Håvard;
Hakulinen, Timo;
Läärä, Esa;
Sillanpää, Mikko J.;
Pitkäniemi, Janne

Publication type:

journal article

Bayesian bivariate meta-analysis of diagnostic test studies with interpretable priors.

Published in:

2017

By:

Guo, Jingyi;
Riebler, Andrea;
Rue, Håvard

Publication type:

journal article

Practical strategies for generalized extreme value‐based regression models for extremes.

Published in:

Environmetrics, 2022, v. 33, n. 6, p. 1, doi. 10.1002/env.2742

By:

Castro‐Camilo, Daniela;
Huser, Raphaël;
Rue, Håvard

Publication type:

Article

Fractional Gaussian noise: Prior specification and model comparison.

Published in:

Environmetrics, 2018, v. 29, n. 5/6, p. 1, doi. 10.1002/env.2457

By:

Sørbye, Sigrunn Holbek;
Rue, Håvard

Publication type:

Article

In order to make spatial statistics computationally feasible, we need to forget about the covariance function.

Published in:

Environmetrics, 2012, v. 23, n. 1, p. 65, doi. 10.1002/env.1137

By:

Simpson, Daniel;
Lindgren, Finn;
Rue, Håvard

Publication type:

Article

Discussion on 'Spatial prediction in the presence of positional error'.

Published in:

Environmetrics, 2011, v. 22, n. 2, p. 127, doi. 10.1002/env.1087

By:

Lindgren, Finn;
Martins, Thiago;
Rue, Håvard;
Simpson, Daniel

Publication type:

Article

Low-rank Variational Bayes correction to the Laplace method.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

van Niekerk, Janet;
Rue, Håvard

Publication type:

Article

The Bayesian Learning Rule.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Khan, Mohammad Emtiyaz;
Rue, Håvard

Publication type:

Article

Importance Sampling with the Integrated Nested Laplace Approximation.

Published in:

Journal of Computational & Graphical Statistics, 2022, v. 31, n. 4, p. 1225, doi. 10.1080/10618600.2022.2067551

By:

Berild, Martin Outzen;
Martino, Sara;
Gómez-Rubio, Virgilio;
Rue, Håvard

Publication type:

Article

Improving Bayesian Local Spatial Models in Large Datasets.

Published in:

Journal of Computational & Graphical Statistics, 2021, v. 30, n. 2, p. 349, doi. 10.1080/10618600.2020.1814789

By:

Lenzi, Amanda;
Castruccio, Stefano;
Rue, Håvard;
Genton, Marc G.

Publication type:

Article

Careful prior specification avoids incautious inference for log‐Gaussian Cox point processes.

Published in:

Journal of the Royal Statistical Society: Series C (Applied Statistics), 2019, v. 68, n. 3, p. 543, doi. 10.1111/rssc.12321

By:

S⊘rbye, Sigrunn H.;
Illian, Janine B.;
Simpson, Daniel P.;
Burslem, David;
Rue, Håvard

Publication type:

Article

Bayesian analysis of measurement error models using integrated nested Laplace approximations.

Published in:

Journal of the Royal Statistical Society: Series C (Applied Statistics), 2015, v. 64, n. 2, p. 231, doi. 10.1111/rssc.12069

By:

Muff, Stefanie;
Riebler, Andrea;
Held, Leonhard;
Rue, Håvard;
Saner, Philippe

Publication type:

Article

Spatial modelling of lupus incidence over 40 years with changes in census areas.

Published in:

Journal of the Royal Statistical Society: Series C (Applied Statistics), 2012, v. 61, n. 1, p. 99, doi. 10.1111/j.1467-9876.2011.01004.x

By:

Li, Ye;
Brown, Patrick;
Rue, Håvard;
al-Maini, Mustafa;
Fortin, Paul

Publication type:

Article

Specifying a Gaussian Markov Random Field by a Sparse Cholesky Triangle.

Published in:

Communications in Statistics: Simulation & Computation, 2006, v. 35, n. 1, p. 161, doi. 10.1080/03610910500416108

By:

Wist, HanneT.;
Rue, Håvard

Publication type:

Article

A method for approximate fully bayesian analysis of parameters.

Published in:

Communications in Statistics: Simulation & Computation, 1997, v. 26, n. 3, p. 1147, doi. 10.1080/03610919708813432

By:

Randi Syversveen, Anne;
Rue, Håvard

Publication type:

Article

Competing risks joint models using R-INLA.

Published in:

Statistical Modelling: An International Journal, 2021, v. 21, n. 1, p. 56, doi. 10.1177/1471082X20913654

By:

Niekerk, Janet van;
Bakka, Haakon;
Rue, Håvard

Publication type:

Article

Penalized complexity priors for degrees of freedom in Bayesian P-splines.

Published in:

Statistical Modelling: An International Journal, 2016, v. 16, n. 6, p. 429, doi. 10.1177/1471082X16659154

By:

Ventrucci, Massimo;
Rue, Håvard

Publication type:

Article

Discussion of ‘Beyond mean regression’.

Published in:

Statistical Modelling: An International Journal, 2013, v. 13, n. 4, p. 355, doi. 10.1177/1471082X13494527

By:

Martins, Thiago G;
Simpson, Daniel;
Illian, Janine B;
Rue, Håvard;
Geirsson, Óli Páll

Publication type:

Article

Estimating blood vessel areas in ultrasound images using a deformable template model.

Published in:

Statistical Modelling: An International Journal, 2004, v. 4, n. 3, p. 211, doi. 10.1191/1471082X04st074oa

By:

Husby, Oddvar;
Rue, Håvard

Publication type:

Article

Spatial modeling with R‐INLA: A review.

Published in:

WIREs: Computational Statistics, 2018, v. 10, n. 6, p. N.PAG, doi. 10.1002/wics.1443

By:

Bakka, Haakon;
Rue, Håvard;
Fuglstad, Geir‐Arne;
Riebler, Andrea;
Bolin, David;
Illian, Janine;
Krainski, Elias;
Simpson, Daniel;
Lindgren, Finn

Publication type:

Article

Controlling the Flexibility of Non-Gaussian Processes Through Shrinkage Priors.

Published in:

Bayesian Analysis, 2023, v. 18, n. 4, p. 1223, doi. 10.1214/22-BA1342

By:

Cabral, Rafael;
Bolin, David;
Rue, Håvard

Publication type:

Article

Quantification of Empirical Determinacy: The Impact of Likelihood Weighting on Posterior Location and Spread in Bayesian Meta-Analysis Estimated with JAGS and INLA.

Published in:

Bayesian Analysis, 2023, v. 18, n. 3, p. 723, doi. 10.1214/22-BA1325

By:

Hunanyan, Sona;
Rue, Håvard;
Plummer, Martyn;
Roos, Małgorzata

Publication type:

Article

Intuitive Joint Priors for Variance Parameters.

Published in:

Bayesian Analysis, 2020, v. 15, n. 4, p. 1109, doi. 10.1214/19-BA1185

By:

Fuglstad, Geir-Arne;
Hem, Ingeborg Gullikstad;
Knight, Alexander;
Rue, Håvard;
Riebler, Andrea

Publication type:

Article

Contributed Discussion.

Published in:

Bayesian Analysis, 2018, v. 13, n. 3, p. 982

By:

Bakka, Haakon C.;
Castro-Camilo, Daniela;
Franco-Villoria, Maria;
Freni-Sterrantino, Anna;
Huser, Raphaël;
Opit, Thomas;
Rue, Håvard

Publication type:

Article

Towards joint disease mapping.

Published in:

Statistical Methods in Medical Research, 2005, v. 14, n. 1, p. 61, doi. 10.1191/0962280205sm389oa

By:

Held, Leonhard;
Natário, Isabel;
Fenton, Sarah Elaine;
Rue, Håvard;
Becker, Nikolaus

Publication type:

Article

Estimating Spatial Econometrics Models with Integrated Nested Laplace Approximation.

Published in:

Mathematics (2227-7390), 2021, v. 9, n. 17, p. 2044, doi. 10.3390/math9172044

By:

Gómez-Rubio, Virgilio;
Bivand, Roger S.;
Rue, Håvard

Publication type:

Article

Hierarchical analysis of spatially autocorrelated ecological data using integrated nested Laplace approximation.

Published in:

Methods in Ecology & Evolution, 2012, v. 3, n. 5, p. 921, doi. 10.1111/j.2041-210X.2012.00211.x

By:

Beguin, Julien;
Martino, Sara;
Rue, Håvard;
Cumming, Steven G.

Publication type:

Article

Extending Integrated Nested Laplace Approximation to a Class of Near-Gaussian Latent Models.

Published in:

Scandinavian Journal of Statistics, 2014, v. 41, n. 4, p. 893, doi. 10.1111/sjos.12073

By:

Martins, Thiago G.;
Rue, Håvard

Publication type:

Article

Simultaneous Credible Bands for Latent Gaussian Models.

Published in:

Scandinavian Journal of Statistics, 2011, v. 38, n. 4, p. 712, doi. 10.1111/j.1467-9469.2011.00741.x

By:

SØRBYE, SIGRUNN H.;
RUE, HÅVARD

Publication type:

Article

Approximate Bayesian Inference for Survival Models.

Published in:

Scandinavian Journal of Statistics, 2011, v. 38, n. 3, p. 514, doi. 10.1111/j.1467-9469.2010.00715.x

By:

MARTINO, SARA;
AKERKAR, RUPALI;
RUE, HÅVARD

Publication type:

Article

Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models.

Published in:

Scandinavian Journal of Statistics, 2009, v. 36, n. 1, p. 1, doi. 10.1111/j.1467-9469.2008.00621.x

By:

EIDSVIK, JO;
MARTINO, SARA;
RUE, HÅVARD

Publication type:

Article

On the Second-Order Random Walk Model for Irregular Locations.

Published in:

Scandinavian Journal of Statistics, 2008, v. 35, n. 4, p. 691, doi. 10.1111/j.1467-9469.2008.00610.x

By:

LINDGREN, FINN;
RUE, HÅVARD

Publication type:

Article

Fitting Gaussian Markov Random Fields to Gaussian Fields.

Published in:

Scandinavian Journal of Statistics, 2002, v. 29, n. 1, p. 31, doi. 10.1111/1467-9469.00058

By:

Rue, Håvard;
Tjelmeland, Håkon

Publication type:

Article