List of Examples

The following worked examples are implemented on this page. These examples include data and the actual coding.

Topic	Authors	Concepts	Link
Climate Change and Natural Disasters	Becker and Zhou	Data import from multiple sources, Basic data analysis, and visualisation	R-Workthrough
Country-level growth data	Barrow and Lee	Data import from multiple sources	R-Workthrough
Minimum Wage	Card and Krueger	Summary Statistics, Diff-in-Diff	R-Workthrough
Debt Levels and GDP Growth	Reinhard and Rogoff; Herndon, Ash and Pollin	Summary Statistics, Weighting, Hypothesis testing, Regression	R-Workthrough
FRED-MD and Factor models	McCracken and Ng (2016), Bai and Ng (2019)	Data preparation, Factor Model	R-Workthrough
Firearm Laws and Homicide Deaths	Siegel et al	Data Collection, Diff-in-Diff	R-Workthrough: Data collection and Prep, Diff-in-Diff analysis
HAR Models for realized volatility	various, eg. Corsi	Data Handling, Estimating and forecasting from HAR models	R-Workthrough

The following are commented readings. Interesting papers which are being used to illustrate the econometric aaplication of some methodology. There are no replication data available for these.

Topic	Authors	Concepts	Link
Effectiveness of caseworker meetings	Homrighausen, P. and M. Oberfichtner (2026)	IV estimation, randomised control trial	to come