coefinla

R package for visualizing INLA model coefficients

coefinla is an R package that provides tools for extracting, summarizing, and plotting coefficient estimates from models fit using R-INLA — the Integrated Nested Laplace Approximation framework for Bayesian inference, widely used in spatial epidemiology and hierarchical modeling.

Features:

  • Extract fixed and random effects from inla objects into tidy data frames
  • Plot coefficient estimates with credible intervals using ggplot2
  • Support for comparing estimates across multiple model specifications
  • Compatible with standard R visualization workflows

Use cases: Spatial regression models, multilevel models of neighborhood effects, Bayesian hierarchical models in demography and epidemiology.