In the Concepts of ecological analysis Rise module, learners explored spatial patterns, autocorrelation, and exploratory tools such as Moran’s I and LISA maps. However, these approaches are only part of the analytical process. This page presents the next steps in ecological analysis, introducing regression concepts, spatial lag and error models, and approaches to selecting appropriate spatial models.
Note: The material is designed to provide a broader conceptual understanding of how ecological analysis can move from exploratory spatial diagnostics towards spatial regression approaches. It does not include practical coding exercises, worked examples, or datasets for direct implementation of the concepts discussed.
- Learners completing the Concepts of Ecological Analysis Rise module
- Users new to ecological analysis who want to develop a broader understanding of spatial regression concepts and model selection approaches