Methods and Analytical Approaches
This section documents the methodological toolkit used across my research projects.
Core approaches
- Complex network analysis
- Spatial econometrics and spatial causal inference
- Agent based modelling and complex system simulation
- Spatial microsimulation and iterative proportional fitting
- Large scale text analysis and GeoAI
- Interpretable machine learning
Available method notes
- Complex Networks as a Shared Framework: A common analytical language across mobility, geography, planning, and digital social research.
The methods are combined within a shared relational, spatial, and causal framework.