Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools

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Causal Inference through a Witness Protection Program (2014, background): “For instance, Altonji et al. (2005) introduced a framework to deal with violations of the IV assumptions (in the context of linear models).”
Margins of labor market adjustment to trade (2019, background): “We also implemented all of these analyses using an alternate group of workers 23See Dix-Carneiro and Kovak (forthcoming) for a more extensive set of robustness tests and alternative commodity price controls.”
Exposure to More Female Peers Widens the Gender Gap in STEM Participation (2020, background): “In the spirit of Altonji, Elder, and Taber (2005), changes in the coefficients of interest that result from including controls may inform us about the degree to which omitted unobservable factors may affect our results.”
Gender Identity and Relative Income within Households (2013, methodology): “In Columns (6) to (10), we present estimates of β1 separately by year.”
Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap (2017, methodology): “(1999), Imbens (2003), Altonji et al. (2005), Hudgens and Halloran (2006), Vansteelandt et al.”