Category: statistics

Tutorial Bayesian statistics with brms

This tutorial starts with a theoretical overview of bayesian statistics and the MCMC algorithm. Next, we fit, check, and analyse Bayesian models with …

Software by INBO: packages for environmentalists and ecologists!

Statistics courses @ INBO!

Links to course material of statistics courses taught at INBO (only accessible for INBO employees)

Mixed model formulation of a paired t-test

Learn some insights about mixed models based on a simple example

Same variable in fixed and random effects

Learn what the effect is of having the same variable in the fixed and random part of a mixed model.

Spatially correlated random effects with INLA

A quick and dirty illustration of how spatially correlated random effects can be fit with INLA

Zero-inflation

Various ways in which zero-inflation can be detected and handled.

Classification and visualisation of estimates and their uncertainty

Slides of a workshop around uncertainty

INLA workshops

Slides, code and data used during the INLA workshop