Rue, Haavard

1. A new avenue for Bayesian inference with INLA
   2022/04/14 by Janet van Niekerk, van Niekerk, Janet, Elias Teixeira Krainski +4 · 14 citations
   Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Gaussian Processes and Bayesian Inference
2. Low-rank variational Bayes correction to the Laplace method
   2021/11/25 by Janet van Niekerk, van Niekerk, Janet, Rue, Haavard · 6 citations
   Computer Science · Engineering · Environmental Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Soil Geostatistics and Mapping #Structural Health Monitoring Techniques
3. Leave-group-out cross-validation for latent Gaussian models
   2022/10/10 by Zhedong Liu, Liu, Zhedong, Van Niekerk, Janet +1 · 3 citations
   Computer Science · #Gaussian Processes and Bayesian Inference #Neural Networks and Applications #Machine Learning and Data Classification
4. A Novel Method of Marginalisation using Low Discrepancy Sequences for\n Integrated Nested Laplace Approximations
   2019/11/22 by Paul Brown, Chaitanya Joshi, Brown, Paul T. +4 · 1 citation
   Decision Sciences · Environmental Science · Physics and Astronomy · #Computation (stat.CO) #FOS: Computer and information sciences #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Soil Geostatistics and Mapping
5. INLA+ -- Approximate Bayesian inference for non-sparse models using HPC
   2023/11/14 by Esmail Abdul Fattah, Janet van Niekerk, Abdul-Fattah, Esmail +2 · 2 citations
   Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Bayesian Methods and Mixture Models
6. Approximate Bayesian Inference for the Interaction Types 1, 2, 3 and 4 with Application in Disease Mapping
   2022/06/18 by Esmail Abdul Fattah, Fattah, Esmail Abdul, Rue, Haavard · 1 citation
   Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Bayesian Methods and Mixture Models
7. Competing risks joint models using R-INLA
   2019/09/04 by Janet van Niekerk, van Niekerk, Janet, Haakon Bakka +2 · 1 citation
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
8. New frontiers in Bayesian modeling using the INLA package in R
   2019/07/24 by van Niekerk, Janet, Bakka, Haakon, Rue, Haavard +1 · 1 citation
   #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
9. Towards black-box parameter estimation
   2023/03/27 by Amanda Lenzi, Lenzi, Amanda, Rue, Haavard · 1 citation
   Computer Science · Engineering · #Data Analysis with R #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
10. Statistical inference for radial generalized Pareto distributions and return sets in geometric extremes
    2023/10/09 by Ioannis Papastathopoulos, Papastathopoulos, Ioannis, Lambert de Monte +4 · 1 citation
    Economics, Econometrics and Finance · Environmental Science · Social Sciences · #FOS: Computer and information sciences #Financial Risk and Volatility Modeling #Hydrology and Drought Analysis #Insurance, Mortality, Demography, Risk Management #Methodology (stat.ME)