Estimating the causal effect of a job training program on earnings using DoWhy's four-step causal inference framework with the Lalonde dataset
Estimating the causal effect of a cash bonus on unemployment duration using Double Machine Learning with the Pennsylvania Bonus Experiment
Predicting municipal development in Bolivia using Random Forest regression on satellite image embeddings
An interactive geocomputational notebook to study spatial clusters and outliers
A geocomputational notebook to study spatial heterogeneity using the GWR and MGWR frameworks.
An introduction to how to construct, explore, and export spatial connectivity structures (W) using Python.
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)
A geocomputational notebook to monitor spatial inequality dynamics.
Measuring the evolution of spatial dependence and spatial inequality
Fitting and interpreting linear and logistic regression models