| Publication | Date of Publication | Type |
|---|
| Controlling the flexibility of non-Gaussian processes through shrinkage priors | 2024-02-27 | Paper |
| Bayesian estimation of two‐part joint models for a longitudinal semicontinuous biomarker and a terminal event with INLA: Interests for cancer clinical trial evaluation | 2024-01-04 | Paper |
| Sensitivity and identification quantification by a relative latent model complexity perturbation in Bayesian meta‐analysis | 2023-12-15 | Paper |
| Joint tracking of multiple quantiles through conditional quantiles | 2023-11-09 | Paper |
| Joint posterior inference for latent Gaussian models with R-INLA | 2023-09-19 | Paper |
| Stable non-linear generalized Bayesian joint models for survival-longitudinal data | 2023-08-21 | Paper |
| Fast Bayesian inference of block nearest neighbor Gaussian models for large data | 2023-07-18 | Paper |
| A new avenue for Bayesian inference with INLA | 2023-07-11 | Paper |
| Joint modeling and prediction of massive spatio-temporal wildfire count and burnt area data with the INLA-SPDE approach | 2023-05-12 | Paper |
| Parallelized integrated nested Laplace approximations for fast Bayesian inference | 2023-01-09 | Paper |
| Importance Sampling with the Integrated Nested Laplace Approximation | 2022-12-16 | Paper |
| Modelling sub-daily precipitation extremes with the blended generalised extreme value distribution | 2022-12-12 | Paper |
| Finite-sample properties of estimators for first and second order autoregressive processes | 2022-09-28 | Paper |
| Smart gradient - an adaptive technique for improving gradient estimation | 2022-06-24 | Paper |
| Improving Bayesian Local Spatial Models in Large Datasets | 2022-03-29 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5023000 | 2022-01-20 | Paper |
| Intuitive joint priors for variance parameters | 2021-12-06 | Paper |
| A principled distance-based prior for the shape of the Weibull model | 2021-11-12 | Paper |
| Smart Gradient -- An Adaptive Technique for Improving Gradient Estimation | 2021-06-14 | Paper |
| Competing risks joint models using R-INLA | 2021-05-10 | Paper |
| A novel method of marginalisation using low discrepancy sequences for integrated nested Laplace approximations | 2021-05-07 | Paper |
| Penalized complexity priors for degrees of freedom in Bayesian P-splines | 2020-12-30 | Paper |
| A Bayesian spatiotemporal statistical analysis of out‐of‐hospital cardiac arrests | 2020-09-16 | Paper |
| Bayesian inference for generalized linear mixed models | 2020-08-04 | Paper |
| A unified view on Bayesian varying coefficient models | 2020-01-03 | Paper |
| A hierarchical spatiotemporal statistical model motivated by glaciology | 2019-11-27 | Paper |
| An approximate fractional Gaussian noise model with \(\mathcal{O}(n)\) computational cost | 2019-10-18 | Paper |
| A spliced gamma-generalized Pareto model for short-term extreme wind speed probabilistic forecasting | 2019-09-18 | Paper |
| Constructing Priors that Penalize the Complexity of Gaussian Random Fields | 2019-08-19 | Paper |
| Advanced Spatial Modeling with Stochastic Partial Differential Equations Using R and INLA | 2019-08-19 | Paper |
| Bayesian Generalized Two-way ANOVA Modeling for Functional Data Using INLA | 2019-08-01 | Paper |
| Spatio-temporal modeling of particulate matter concentration through the SPDE approach | 2018-11-08 | Paper |
| Markov chain Monte Carlo with the integrated nested Laplace approximation | 2018-11-07 | Paper |
| Bayesian computing with INLA: new features | 2018-11-02 | Paper |
| INLA goes extreme: Bayesian tail regression for the estimation of high spatio-temporal quantiles | 2018-10-12 | Paper |
| Penalising model component complexity: a principled, practical approach to constructing priors | 2018-10-02 | Paper |
| You just keep on pushing my love over the borderline: a rejoinder | 2018-10-02 | Paper |
| Point process models for spatio-temporal distance sampling data from a large-scale survey of blue whales | 2018-02-19 | Paper |
| Penalised Complexity Priors for Stationary Autoregressive Processes | 2017-12-01 | Paper |
| Fast and accurate Bayesian model criticism and conflict diagnostics using R-INLA | 2017-08-10 | Paper |
| Sensitivity analysis for Bayesian hierarchical models | 2016-04-22 | Paper |
| Going off grid: computationally efficient inference for log-Gaussian Cox processes | 2016-04-05 | Paper |
| Beyond the valley of the covariance function | 2016-03-08 | Paper |
| A skew Gaussian decomposable graphical model | 2016-02-29 | Paper |
| Introduction to ``Fast matrix computations for functional additive models by S. Barthelmé | 2016-02-22 | Paper |
| Approximate simulation-free Bayesian inference for multiple changepoint models with dependence within segments | 2016-02-08 | Paper |
| Rejoinder: ``Approximate simulation-free Bayesian inference for multiple changepoint models with dependence within segments | 2016-02-08 | Paper |
| Improving the INLA approach for approximate Bayesian inference for latent Gaussian models | 2016-01-07 | Paper |
| Bayesian adaptive smoothing splines using stochastic differential equations | 2015-12-21 | Paper |
| Exploring a New Class of Non-stationary Spatial Gaussian Random Fields with Varying Local Anisotropy | 2015-10-21 | Paper |
| On a hybrid data cloning method and its application in generalized linear mixed models | 2015-10-16 | Paper |
| Extending Integrated Nested Laplace Approximation to a Class of Near-Gaussian Latent Models | 2014-12-09 | Paper |
| A toolbox for fitting complex spatial point process models using integrated nested Laplace approximation (INLA) | 2013-03-05 | Paper |
| Assessing the Impact of a Movement Network on the Spatiotemporal Spread of Infectious Diseases | 2012-11-19 | Paper |
| Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations | 2012-10-16 | Paper |
| Bayesian inference for additive mixed quantile regression models | 2012-09-15 | Paper |
| Approximate Bayesian Inference for Survival Models | 2012-09-01 | Paper |
| Simultaneous Credible Bands for Latent Gaussian Models | 2012-09-01 | Paper |
| Approximate Bayesian inference for large spatial datasets using predictive process models | 2012-07-16 | Paper |
| Direct fitting of dynamic models using integrated nested Laplace approximations -- INLA | 2012-07-16 | Paper |
| Bayesian multiscale analysis of images modeled as Gaussian Markov random fields | 2012-06-20 | Paper |
| Estimation and extrapolation of time trends in registry data -- borrowing strength from related populations | 2012-04-20 | Paper |
| An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach | 2011-11-21 | Paper |
| An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach | 2011-08-04 | Paper |
| On the Second‐Order Random Walk Model for Irregular Locations | 2010-04-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3552947 | 2010-04-22 | Paper |
| Bayesian multiscale feature detection of log-spectral densities | 2010-04-01 | Paper |
| Unsupervised empirical Bayesian multiple testing with external covariates | 2009-08-07 | Paper |
| Bayesian multiscale analysis for time series data | 2009-04-06 | Paper |
| Space-varying regression models: specifications and simulation | 2008-11-04 | Paper |
| Recursive computing and simulation-free inference for general factorizable models | 2008-03-20 | Paper |
| Joint spatial analysis of gastrointestinal infectious diseases | 2007-11-07 | Paper |
| Approximate Bayesian inference for hierarchical Gaussian Markov random field models | 2007-10-01 | Paper |
| Approximate Bayesian inference for hierarchical Gaussian Markov random field models | 2007-07-23 | Paper |
| Estimating blood vessel areas in ultrasound images using a deformable template model | 2007-03-20 | Paper |
| Specifying a Gaussian Markov Random Field by a Sparse Cholesky Triangle | 2006-03-29 | Paper |
| Gaussian Markov Random Fields | 2005-05-04 | Paper |
| Approximating Hidden Gaussian Markov Random Fields | 2005-04-22 | Paper |
| Towards joint disease mapping | 2005-03-30 | Paper |
| A dynamical mixture model for unsupervised tail estimation without threshold selection | 2004-03-16 | Paper |
| On Block Updating in Markov Random Field Models for Disease Mapping | 2004-03-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4450532 | 2004-02-15 | Paper |
| Fitting Gaussian Markov Random Fields to Gaussian Fields | 2003-08-07 | Paper |
| M-Smoother with local Linear Fit | 2003-06-10 | Paper |
| Antithetic coupling of two Gibbs sampler chains. | 2002-11-14 | Paper |
| Fast Sampling of Gaussian Markov Random Fields | 2002-02-18 | Paper |
| Fast Sampling of Gaussian Markov Random Fields | 2001-07-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4504087 | 2001-02-01 | Paper |
| Bayesian object identification | 2000-05-15 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4266453 | 1999-11-09 | Paper |
| Block updating in constrained Markov chain Monte Carlo sampling | 1999-10-05 | Paper |
| A Loss Function Model for the Restoration of Grey Level Images | 1998-12-02 | Paper |
| Bayesian object recognition with baddeley's delta loss | 1998-08-03 | Paper |
| A method for approximate fully bayesian analysis of parameters | 1998-05-13 | Paper |
| New Loss Functions in Bayesian Imaging | 1996-07-17 | Paper |
