Integrated Nested Laplace Approximations (INLA)

2 July 2019

Papers citing "Integrated Nested Laplace Approximations (INLA)"

14 / 14 papers shown

Title
Near-optimal Sensor Placement for Detecting Stochastic Target Trajectories in Barrier Coverage Systems Mingyu Kim D. Stilwell Harun Yetkin Jorge G. Jimenez 12 1 0 01 May 2025
A Spatial-statistical model to analyse historical rutting data Natoya O.A.S. Jourdain I. Steinsland Mamoona Birkhez-Shami Emil Vedvik William Olsen D. Gryteselv Doreen Siebert Alex Klein-Paste 26 0 0 08 Jan 2024
Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference Philipp Reiser Javier Enrique Aguilar A. Guthke Paul-Christian Burkner 36 2 0 08 Dec 2023
Toward optimal placement of spatial sensors Mingyu Kim Harun Yetkin D. Stilwell Jorge G. Jimenez Saurav Shrestha N. Stark 11 2 0 10 Jul 2023
A scalable approach for short-term disease forecasting in high spatial resolution areal data E. Orozco-Acosta Andrea Riebler A. Adin M. D. Ugarte 13 1 0 29 Mar 2023
Computing Bayes: From Then 'Til Now' G. Martin David T. Frazier Christian P. Robert 20 15 0 01 Aug 2022
Approximating Bayes in the 21st Century G. Martin David T. Frazier Christian P. Robert 27 26 0 20 Dec 2021
Joint Posterior Inference for Latent Gaussian Models with R-INLA Cristian Chiuchiolo J. van Niekerk H. Rue BDL 27 8 0 06 Dec 2021
A Statistical Introduction to Template Model Builder: A Flexible Tool for Spatial Modeling Aaron Osgood-Zimmerman J. Wakefield 20 6 0 17 Mar 2021
Scalable Bayesian modeling for smoothing disease risks in large spatial data sets E. Orozco-Acosta A. Adin M. D. Ugarte 16 2 0 15 Jul 2020
Computing Bayes: Bayesian Computation from 1763 to the 21st Century G. Martin David T. Frazier Christian P. Robert 40 17 0 14 Apr 2020
Missing data analysis and imputation via latent Gaussian Markov random fields Virgilio Gómez-Rubio M. Cameletti M. Blangiardo 16 10 0 23 Dec 2019
Improving the INLA approach for approximate Bayesian inference for latent Gaussian models Egil Ferkingstad Håvard Rue 35 45 0 25 Mar 2015
Bayesian computing with INLA: new features Thiago G. Martins Daniel P. Simpson Till Mossakowski H. Rue BDL 117 556 0 01 Oct 2012