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Janet Van Niekerk
Janet Van Niekerk
Verified email at kaust.edu.sa
Title
Cited by
Cited by
Year
New frontiers in Bayesian modeling using the INLA package in R
J Van Niekerk, H Bakka, H Rue, O Schenk
arXiv preprint arXiv:1907.10426, 2019
562019
A new avenue for Bayesian inference with INLA
J Van Niekerk, E Krainski, D Rustand, H Rue
Computational Statistics & Data Analysis 181, 107692, 2023
402023
Competing risks joint models using R-INLA
J Niekerk, H Bakka, H Rue
Statistical Modelling 21 (1-2), 56-71, 2021
242021
Parallelized integrated nested Laplace approximations for fast Bayesian inference
L Gaedke-Merzhäuser, J van Niekerk, O Schenk, H Rue
Statistics and Computing 33 (1), 25, 2023
202023
Correcting the Laplace method with variational Bayes
J Niekerk, H Rue
arXiv, 2021
192021
A double generally weighted moving average exceedance control chart
H Masoumi Karakani, SW Human, J Van Niekerk
Quality and Reliability Engineering International 35 (1), 224-245, 2019
152019
A principled distance-based prior for the shape of the Weibull model
J Van Niekerk, H Bakka, H Rue
Statistics & Probability Letters 174, 109098, 2021
132021
Smart Gradient--An Adaptive Technique for Improving Gradient Estimation
EA Fattah, J Van Niekerk, H Rue
arXiv preprint arXiv:2106.07313, 2021
122021
Fast and flexible inference approach 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
arXiv preprint arXiv:2203.06256, 2022
112022
Joint models as latent gaussian models-not reinventing the wheel
J Van Niekerk, H Bakka, H Rue
arXiv preprint arXiv:1901.09365, 2019
112019
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
92023
Subjective Bayesian analysis of the elliptical model
J Van Niekerk, A Bekker, M Arashi, JJJ Roux
Communications in Statistics-Theory and Methods 44 (17), 3738-3753, 2015
82015
An extended simplified Laplace strategy for approximate Bayesian inference of latent Gaussian models using R-INLA
C Chiuchiolo, J van Niekerk, H Rue
arXiv preprint arXiv:2203.14304, 2022
62022
Skewed probit regression--Identifiability, contraction and reformulation
J Van Niekerk, H Rue
arXiv preprint arXiv:2009.09414, 2020
62020
Beta regression in the presence of outliers–A wieldy Bayesian solution
J Niekerk, A Bekker, M Arashi
Statistical Methods in Medical Research 28 (12), 3729-3740, 2019
62019
Beta regression in the presence of outliers–A wieldy Bayesian solution
J Niekerk, A Bekker, M Arashi
Statistical Methods in Medical Research 28 (12), 3729-3740, 2019
62019
Stable non-linear generalized Bayesian joint models for survival-longitudinal data
J Van Niekerk, H Bakka, H Rue
Sankhya A 85 (1), 102-128, 2023
52023
Weighted-type Wishart distributions with application
M Arashi, A Bekker, J Van Niekerk
REVSTAT-Statistical Journal 15 (2), 205-222, 2017
52017
Bayesian analysis of AR (1) model
HM Karakani, J van Niekerk, P van Staden
arXiv preprint arXiv:1611.08747, 2016
52016
Joint posterior inference for latent Gaussian models with R-INLA
C Chiuchiolo, J van Niekerk, H Rue
Journal of Statistical Computation and Simulation 93 (5), 723-752, 2023
42023
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