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Denis Rustand
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A new avenue for Bayesian inference with INLA
J Van Niekerk, E Krainski, D Rustand, H Rue
Computational Statistics & Data Analysis 181, 107692, 2023
562023
DNA methylation mediates the association between breastfeeding and early-life growth trajectories
L Briollais, D Rustand, C Allard, Y Wu, J Xu, SG Rajan, MF Hivert, ...
Clinical epigenetics 13 (1), 231, 2021
362021
Immune-checkpoint inhibitors and candidate surrogate endpoints for overall survival across tumour types: a systematic literature review
S Branchoux, C Bellera, A Italiano, D Rustand, AF Gaudin, V Rondeau
Critical Reviews in Oncology/Hematology 137, 35-42, 2019
192019
Two-part joint model for a longitudinal semicontinuous marker and a terminal event with application to metastatic colorectal cancer data
D Rustand, L Briollais, C Tournigand, V Rondeau
Biostatistics 23 (1), 50-68, 2022
172022
Fast and flexible inference for joint models of multivariate longitudinal and survival data using integrated nested Laplace approximations
D Rustand, J Van Niekerk, ET Krainski, H Rue, C Proust-Lima
Biostatistics 25 (2), 429-448, 2024
132024
Bayesian estimation of two‐part joint models for a longitudinal semicontinuous biomarker and a terminal event with INLA: Interests for cancer clinical trial evaluation
D Rustand, J van Niekerk, H Rue, C Tournigand, V Rondeau, L Briollais
Biometrical Journal 65 (4), 2100322, 2023
122023
Fast and flexible inference approach for joint models of multivariate longitudinal and survival data using Integrated Nested Laplace Approximations
D Rustand, J Niekerk, ET Krainski, H Rue, C Proust-Lima
arXiv, 2022
112022
Package ‘frailtypack’
V Rondeau, JR Gonzalez, A Yassin Mazroui, AD Mauguen, A Laurent, ...
General frailty models: shared, joint and nested frailty models with prediction, 2013
92013
Bayesian survival analysis with INLA
D Alvares, J Van Niekerk, ET Krainski, H Rue, D Rustand
Statistics in Medicine 43 (20), 3975-4010, 2024
62024
Spatial and seasonal determinants of Lyme borreliosis incidence in France, 2016 to 2021
W Fu, C Bonnet, A Septfons, J Figoni, J Durand, P Frey-Klett, D Rustand, ...
Eurosurveillance 28 (14), 2200581, 2023
62023
Joint Modeling of Multivariate Longitudinal and Survival Outcomes with the R package INLAjoint
D Rustand, J van Niekerk, ET Krainski, H Rue
arXiv preprint arXiv:2402.08335, 2024
22024
DenisRustand/INLAjoint: Joint modeling multivariate longitudinal and time-to-event outcomes with INLA
D Rustand, ET Krainski, H Rue
Github, 2022
22022
A marginalized two‐part joint model for a longitudinal biomarker and a terminal event with application to advanced head and neck cancers
D Rustand, L Briollais, V Rondeau
Pharmaceutical Statistics 23 (1), 60-80, 2024
12024
Trivariate Joint Modeling for Family Data with Longitudinal Counts, Recurrent Events and a Terminal Event with Application to Lynch Syndrome
J Lu, GY Yi, D Rustand, P Parfrey, L Briollais, Y Choi
Statistics in Medicine, 2024
2024
A graphical framework for interpretable correlation matrix models
AF Sterrantino, D Rustand, J van Niekerk, ET Krainski, H Rue
arXiv preprint arXiv:2312.06289, 2023
2023
A graphical framework for interpretable correlation matrix models
A Freni Sterrantino, D Rustand, J van Niekerk, E Teixeira Krainski, H Rue
arXiv e-prints, arXiv: 2312.06289, 2023
2023
Environment, animal hosts and human activity on predicting space-time variations of Lyme Borreliosis incidence in France: a Bayesian two-part model
W Fu, C Bonnet, A Septfons, J Figoni, J Durand, P Frey-Klett, D Rustand, ...
medRxiv, 2022.05. 30.22275741, 2022
2022
JanetVN1201/Code_for_papers
J Niekerk, ET Krainski, D Rustand, H Rue
Github, 2022
2022
Joint models for a longitudinal semicontinuous biomarker and a terminal event with application to cancer clinical trials
D Rustand
Université de Bordeaux, 2020
2020
Modèles conjoints pour un biomarqueur semi-continu et un événement terminal avec application aux essais cliniques en cancérologie
D Rustand
Bordeaux, 2020
2020
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