Robust system estimation of causal effects on binary outcomes, with application to effect of alcohol abuse on employment
نویسنده
چکیده
This paper discusses estimation of causal effects of non-randomly assigned binary treatments on binary outcomes. The approach is full information maximum likelihood estimation of endogenously switching nonlinear regressions with a multivariate Student’s-t error structure. An application measures the effect of problem drinking on probability of employment. JEL Classification: I1, C3 I thank the Alberta Heritage Foundation for Medical Research for financial support. Robust system estimation of causal effects on binary outcomes, with application to effect of alcohol abuse on employment
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