Posts & Tutorials

An interactive exploration of the space-time dynamics of mean luminosity using the VIIRS-like data over the 1992-2023 period.

An interactive exploration of the space-time dynamics of luminosity-based GDP over the 1992-2019 period.

An interactive exploration of the space-time dynamics of mean luminosity using the DMSP-like data over the 1992-2019 period.

An introduction to heterogeneous treatment effects using the two-stage DID estimator of Gardner (2021)

An interactive exploration of the space-time dynamics of nighttime lights using VIIRS-like data.

An interactive exploration of the space-time dynamics of nighttime lights using VIIRS-annual data.

An interactive exploration of the space-time dynamics of nighttime lights using DMSP-like data.

An interactive exploration of the space-time dynamics of nighttime lights using DMSP-extended data.

An interactive exploration of the space-time dynamics of nighttime lights using DMSP-corrected data.

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.

An introduction to spatial regression analysis for panel data in Stata

An introduction to cross-sectional spatial regression analysis in Stata

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

An introduction to difference in differences with multiple time periods and staggered treatment adoption.

The book provides a succinct review of the recent club convergence literature, a comparative view of developed and developing countries, and a tutorial on how to implement the club convergence …

An introduction to difference in differences with multiple time periods and staggered treatment adoption.

A geocomputational notebook to monitor spatial inequality dynamics.

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

An introduction to the Solow growth model and its convergence prediction

Theresa Graefe (Ulm University) has created a very nice RTutor that allows you to replicate the main results of a recent AEJ paper on the causal effects of a CO2 tax in Sweden using the syntetic …

Fitting and interpreting linear and logistic regression models

What is the relation between internet usage and democracy?

Measuring the evolution of spatial dependence and spatial inequality

This method constructs a synthetic control unit as a weighted average of available control units that best approximate the relevant characteristics of the treated unit prior to treatment.

An introduction to the basic differences in differences method using the classical incenerator example of Kiel and McClain (1995)