Håvard Rue
- Penalising model component complexity: A principled, practical approach to constructing priors
2014/03/18 by Daniel Simpson, Håvard Rue, Simpson, Daniel P. +7 · 26 citations
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Statistical Methods and Bayesian Inference
- The Bayesian Learning Rule
2021/07/09 by Mohammad Emtiyaz Khan, Håvard Rue · 1 voice · 9 citations
#stat.ML #cs.LG
- An intuitive Bayesian spatial model for disease mapping that accounts\n for scaling
2016/01/06 by Andrea Riebler, Sigrunn H. Sørbye, Riebler, Andrea +5 · 12 citations
Biochemistry, Genetics and Molecular Biology · Medicine · Economics, Econometrics and Finance · #Genetic and phenotypic traits in livestock #Data-Driven Disease Surveillance #Spatial and Panel Data Analysis
- Spatial modelling with R-INLA: A review
2018/02/18 by Haakon Bakka, Håvard Rue, Bakka, Haakon +13 · 11 citations
Environmental Science · Economics, Econometrics and Finance · #Soil Geostatistics and Mapping #Remote Sensing and LiDAR Applications #Spatial and Panel Data Analysis
- Bayesian computing with INLA: new features
2012/10/01 by Thiago G. Martins, Daniel Simpson, Martins, Thiago G. +5 · 8 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Statistical Methods and Bayesian Inference
- A diffusion-based spatio-temporal extension of Gaussian Matérn fields
2020/06/08 by Finn Lindgren, Lindgren, Finn, Haakon Bakka +7 · 7 citations
Environmental Science · Earth and Planetary Sciences · #Soil Geostatistics and Mapping #Hydrology and Watershed Management Studies #Cryospheric studies and observations
- Exploring a New Class of Non-stationary Spatial Gaussian Random Fields\n with Varying Local Anisotropy
2013/04/25 by Geir‐Arne Fuglstad, Fuglstad, Geir-Arne, Finn Lindgren +5 · 5 citations
Economics, Econometrics and Finance · Environmental Science · #Economic and Environmental Valuation #FOS: Computer and information sciences #Methodology (stat.ME) #Soil Geostatistics and Mapping #Spatial and Panel Data Analysis
- Markov Chain Monte Carlo with the Integrated Nested Laplace\n Approximation
2017/01/26 by Virgilio Gómez‐Rubio, Gómez-Rubio, Virgilio, Håvard Rue +1 · 3 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Bayesian Adaptive Smoothing Spline using Stochastic Differential Equations
2012/09/10 by Yue Yu, Yue, Yu Ryan, Daniel Simpson +5 · 2 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- A note on intrinsic Conditional Autoregressive models for disconnected\n graphs
2017/05/13 by Massimo Ventrucci, Freni-Sterrantino, Anna, Ventrucci, Massimo +2 · 2 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Gene expression and cancer classification #Methodology (stat.ME)
- Past, Present and Future of Software for Bayesian Inference
2024/02/01 by Erik Štrumbelj, Alexandre Bouchard‐Côté, Jukka Corander +6 · 1 voice · 4 citations
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Gaussian Processes and Bayesian Inference #Statistical Methods and Bayesian Inference
- Markov chain Monte Carlo with the Integrated Nested Laplace Approximation
2017/10/06 by Virgilio Gómez‐Rubio, Virgilio Gómez-Rubio, Håvard Rue · 1 citation
Economics, Econometrics and Finance · Mathematics · #Economic and Environmental Valuation #Spatial and Panel Data Analysis #Statistical Methods and Bayesian Inference
- Parallelized integrated nested Laplace approximations for fast Bayesian inference
2022/04/10 by Lisa Gaedke-Merzhäuser, Janet van Niekerk, Gaedke-Merzhäuser, Lisa +5 · 2 citations
Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Bayesian Modeling and Causal Inference #Statistical Methods and Bayesian Inference
- Joint Modeling of Multivariate Longitudinal and Survival Outcomes with the R package INLAjoint
2024/02/13 by Denis Rustand, Rustand, Denis, Janet van Niekerk +5 · 1 citation
Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Epidemiology
- Spatio-temporal Occupancy Models with INLA
2024/03/15 by Jafet Belmont, Sara Martino, Belmont, Jafet +5 · 1 citation
Computer Science · Earth and Planetary Sciences · Social Sciences · #Applications (stat.AP) #Context-Aware Activity Recognition Systems #Environmental Monitoring and Data Management #FOS: Computer and information sciences #Geographic Information Systems Studies #Methodology (stat.ME)
- sTiles: An Accelerated Computational Framework for Sparse Factorizations of Structured Matrices
2025/01/05 by Esmail Abdul Fattah, Fattah, Esmail Abdul, Hatem Ltaief +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Performance (cs.PF)
- Informative Distance-Based Priors for Correlation Matrices Centred on a Target Reference
2026/07/21 by Anna Freni-Sterrantino, Janet van Niekerk, Elias Teixeira Krainski +3
#stat.ME
- Distributed and recursive Bayesian inference for Big Data and complex spatio-temporal models
2026/07/25 by Mario Figueira, David Conesa, Antonio López-Quílez +1
#stat.ME