inla

This is the public repository for the r-inla project

worked R examples

Probabilistic programming for latent Gaussian models in Julia. INLA, TMB, and HMC-Laplace, all in one.

Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation. survHE can fit a large range of survival models using both a frequentist approach (by calling the R package flexsurv) and a Bayesian perspective.

Functions for phylogenetic analyses

R package providing utilities for INLA

BDM Code examples from Win/OpenBUGS, CARBayes and INLA

Repository to the R package nowcaster, nowcasting with INLA

Code and data from the "Spatial and Spatio-temporal Bayesian Models with R-INLA" book

An R package for Bayesian structural equation modeling using INLA

my master's thesis

Data and R scripts accompanying the paper "Forecasting deforestation in the Brazilian Amazon to prioritize conservation efforts"

Repository which introduces Bayesian inference in health

Fast approximate Bayesian inference of HIV indicators using PCA adaptive Gauss-Hermite quadrature

An R package with useful functions to diagnose INLA models

An introductory course to the INLA-software

This repository contains example code to estimate spatially smoothed small area estimates of firearm suicide mortality rates across counties in the contiguous United States.

Temporal Integrative Genomics Analysis in R

Online version of Dynamic Time Series Models using R-INLA: An Applied Perspective. Ravishanker, Raman, Soyer, 2022. Also includes R codes and data sets from the book.