Potpourri: Statistics #44

Fundamentals of Data Visualization
Analyze Survey Data for Free: Step by Step Instructions to Explore Public Microdata from an Easy to Type Website
Webcast: Machine Learning and Econometrics
Step-by-step introduction to quantitative text analysis using quanteda
Thinking Clearly About Correlations and Causation: Graphical Causal Models for Observational Data (article based on two blog posts)
Scraping Wikipedia Tables from Lists for Visualisation
Visualizing Incomplete and Missing Data

New article in European Sociological Review: Welfare Retrenchments and Government Support

My article, ‘Welfare Retrenchments and Government Support: Evidence from a Natural Experiment’, is now published in the European Sociological Review (vol. 34, no. 1). The abstract sums up the content of the article:

A large body of literature has provided mixed results on the impact of welfare retrenchments on government support. This article examines whether the impact of welfare retrenchments can be explained by proximity, i.e. whether or not the retrenched policy is related to people’s everyday lives. To overcome limitations in previous studies, the empirical approach utilizes a natural experiment with data from the European Social Survey collected concurrently with a salient retrenchment reform of the education grant system in Denmark. The results confirm that people proximate to a welfare policy react substantially stronger to retrenchment reforms than the general public. Robustness and placebo tests further show that the results are not caused by non-personal proximities or satisfaction levels not related to the reform and the government. In sum, the findings speak to a growing body of literature interested in the impact of government policies on mass public.

The article is available as open access here. The replication material can be found at the Harvard Dataverse and at GitHub.