Here I have included the R code used in the examples in paper 'Markov Chain Monte Carlo with the Integrated Nested Laplace Approximation' by V. Gómez-Rubio and H. Rue.
The example are:
- linear
Linear regression on two covariates using a Gaussian likelihood and simulated data.
- poisson
Linear regression on two covariates using a Poisson likelihood and simulated data.
- lasso
Bayesian Lasso implementation.
- missing
Fitting models with missing covariates with INLA.
- spatialeco
Spatial econometrics models with INLA.
- mixture
Mixture models with INLA.