Publications

Below you can find articles linked to the publisher’s site, local copy , and code

Peer-reviewed

Koch, B., Sainburg, T., Geraldo, P., Jiang, S., Foster, J., and Sun, Y., (2025) “A Primer on Deep Learning for Causal Inference.” Sociological Methods and Research, 54(2): 397-447

Peña, S., et al., (2024) “Tobacco Use and Uptake of COVID-19 Vaccinations in Finland: A Population-Based Study.” Nicotine & Tobacco Research, 26(11): 1553–1562

Brand, J.E., Xu, J., Koch, B., & Geraldo, P. (2021) “Uncovering Sociological Effect Heterogeneity Using Tree-Based Machine Learning.” Sociological Methodology, 51(2):189-223

Geraldo, P. & Brand, J.E. (2020) “Causal Inference.” Oxford Bibliographies in Sociology, Ed. Lynette Spillman. New York: Oxford University Press.

Gonzalez, K., Geraldo, P., Estay, M., & Franklin, C. (2019) “Solution-Focused Brief Therapy for Individuals With Alcohol Use Disorders in Chile.” Research in Social Work Practice, 29(1):19-35

Book chapters

Geraldo, P. (2018) “Secondary Schools’ Vocational Track and the Reproduction of Social Inequality.” National Thesis Award: Thinking the Youth 2015. Santiago, INJUV (in Spanish)

Maldonado L., & Geraldo P. (2018) “Fixed Effects Regression and Effect Heterogeneity.” In: Giesselmann M., Golsch K., Lohmann H., Schmidt-Catran A. (eds) Lebensbedingungen in Deutschland in der Längsschnittperspektive. Springer VS, Wiesbaden

Geraldo, P. (2013) “The Crisis of Chilean Marxist Historiography.” Proceeding of 5th International Congress in Philosophy and Theory of History. Viña del Mar, UAI (in Spanish)

Geraldo, P. (2012) “Catholic Church Members during Popular Unity Government.” Simon Collier Seminar. Santiago, History Department, Universidad Catolica de Chile (in Spanish)