Commodity Price Shocks and Civil Conflict: Evidence from Colombia
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...33See also Santos Silva and Tenreyro (2010) for a related discussion on Poisson regressions, and Mullahy (1997), Windmeijer and Santos Silva (1997), and Santos Silva and Tenreyro (2006) for related estimation approaches....
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...Since the dependent variables can be conceptualized as a count, in the Online Appendix, we also present a Poisson instrumental variables approach, which uses GLM estimation specifying that the errors are Poisson distributed and a log link, as well as an iterated re-weighted least squares convergence algorithm.32 This is an approach recommended by Santos Silva and Tenreyro (2011).33 In all specifications, we cluster the standard errors at the department level to control for potential serial correlation over time and across municipalities within a department....
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