4 citations · 6 across the 4 of their papers we have counts for
4 papers
Joint Modeling of Multivariate Longitudinal and Survival Outcomes with the R package INLAjoint
Denis Rustand, Janet van Niekerk, Elias Teixeira Krainski +1
This paper introduces the R package INLAjoint, designed as a toolbox for fitting a diverse range of regression models addressing both longitudinal and survival outcomes. INLAjoint…
INLA+ -- Approximate Bayesian inference for non-sparse models using HPC
Esmail Abdul-Fattah, Janet Van Niekerk, Haavard Rue
The integrated nested Laplace approximations (INLA) method has become a widely utilized tool for researchers and practitioners seeking to perform approximate Bayesian inference acr…
Joint Posterior Inference for Latent Gaussian Models with R-INLA
Cristian Chiuchiolo, Janet van Niekerk, Haavard Rue
Efficient Bayesian inference remains a computational challenge in hierarchical models. Simulation-based approaches such as Markov Chain Monte Carlo methods are still popular but ha…
Bayesian Analysis of AR(1) Model
Hossein Masoumi Karakani, Janet van Niekerk, Paul van Staden
The first-order autoregressive process, AR (1), has been widely used and implemented in time series analysis. Different estimation methods have been employed in order to estimate t…