spatial

Cross-Sectional Spatial Regression in Stata: Crime in Columbus Neighborhoods

Explore the full taxonomy of cross-sectional spatial models --- OLS, SAR, SEM, SLX, SDM, SDEM, SAC, and GNS --- using the Columbus crime dataset in Stata, following Elhorst (2014)

Spatial Panel Regression in Stata: Cigarette Demand Across US States

Model spatial spillovers in panel data using the Spatial Durbin Model (SDM), Wald specification tests, and dynamic extensions with the xsmle package in Stata

Monitoring subnational human development

A geocomputational notebook to monitor subnational human development using Python. Besides exploratory data analysis, the notebook introduces geospatial mapping, spatial dependence, and spatial inequality.

Spatial inequality dynamics

A geocomputational notebook to monitor spatial inequality dynamics.

Monitoring regional sustainable development

A geocomputational notebook to monitor regional development in Bolivia using Python. Besides exploratory data analysis, the notebook introduces geospatial mapping, spatial dependence, spatial inequality, and spatial heterogeneity.

Introduction to spatial data science

Measuring the evolution of spatial dependence and spatial inequality