2022
DOI: 10.2139/ssrn.4077998
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The Macroeconomic Impact of Recent Political Conflicts in Africa: Generalized Synthetic Counterfactual Evidence

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Cited by 2 publications
(1 citation statement)
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“…In our study, we use the Generalized Synthetic Control (GSC) method to evaluate the impact. Consistent with contemporary literature on crisis, the GSC approach is more interpretable, efficient and transparent because of three main reasons (Diop et al, 2021), notably: (i) it generalizes the Synthetic Control (SC) method into many treated units and/or variable treatment periods; (ii) uncertainty estimates as well as confidence intervals are provided by the GSC and (iii) the risk of overfitting is mitigated by the GSC because the approach adjusts the number of factors using a cross-validating perspective. Covallo et al (2013) have already applied a counterfactual method to examine the short and long run average causal impact of catastrophic natural disasters on economic growth.…”
Section: Introductionmentioning
confidence: 83%
“…In our study, we use the Generalized Synthetic Control (GSC) method to evaluate the impact. Consistent with contemporary literature on crisis, the GSC approach is more interpretable, efficient and transparent because of three main reasons (Diop et al, 2021), notably: (i) it generalizes the Synthetic Control (SC) method into many treated units and/or variable treatment periods; (ii) uncertainty estimates as well as confidence intervals are provided by the GSC and (iii) the risk of overfitting is mitigated by the GSC because the approach adjusts the number of factors using a cross-validating perspective. Covallo et al (2013) have already applied a counterfactual method to examine the short and long run average causal impact of catastrophic natural disasters on economic growth.…”
Section: Introductionmentioning
confidence: 83%