Parallelized integrated nested Laplace approximations for fast Bayesian inference

10 April 2022

Papers citing "Parallelized integrated nested Laplace approximations for fast Bayesian inference"

10 / 10 papers shown

Title
INLA+ -- Approximate Bayesian inference for non-sparse models using HPC Esmail Abdul Fattah J. van Niekerk Haavard Rue 11 0 0 14 Nov 2023
Be Bayesian by Attachments to Catch More Uncertainty Shiyu Shen Bin Pan Tianyang Shi Tao Li Zhenwei Shi UQCV 32 0 0 19 Oct 2023
Parallel Selected Inversion for Space-Time Gaussian Markov Random Fields Abylay Zhumekenov E. Krainski Hravard Rue 11 2 0 11 Sep 2023
A flexible Bayesian tool for CoDa mixed models: logistic-normal distribution with Dirichlet covariance Joaquín Martínez-Minaya Haavard Rue 25 4 0 26 Aug 2023
Faster estimation of the Knorr-Held Type IV space-time model F. Aanes G. Storvik 16 1 0 24 Apr 2023
Integrated Nested Laplace Approximations for Large-Scale Spatial-Temporal Bayesian Modeling Lisa Gaedke-Merzhäuser E. Krainski R. Janalík H. Rue Olaf Schenk 13 2 0 27 Mar 2023
Approximate Bayesian Inference for the Interaction Types 1, 2, 3 and 4 with Application in Disease Mapping Esmail Abdul Fattah Haavard Rue 16 6 0 18 Jun 2022
Fast and flexible inference for joint models of multivariate longitudinal and survival data using Integrated Nested Laplace Approximations Denis Rustand J. van Niekerk E. Krainski H. Rue C. Proust-Lima 4 21 0 11 Mar 2022
Low-rank variational Bayes correction to the Laplace method J. van Niekerk Haavard Rue BDL 13 13 0 25 Nov 2021
Bayesian computing with INLA: new features Thiago G. Martins Daniel P. Simpson Till Mossakowski H. Rue BDL 134 556 0 01 Oct 2012